Tag Archives: Ransom DDoS

DDoS attack trends for 2022 Q2

Post Syndicated from Omer Yoachimik original https://blog.cloudflare.com/ddos-attack-trends-for-2022-q2/

DDoS attack trends for 2022 Q2

DDoS attack trends for 2022 Q2

Welcome to our 2022 Q2 DDoS report. This report includes insights and trends about the DDoS threat landscape — as observed across the global Cloudflare network. An interactive version of this report is also available on Radar.

In Q2, we’ve seen some of the largest attacks the world has ever seen including a 26 million request per second HTTPS DDoS attacks that Cloudflare automatically detected and mitigated. Furthermore, attacks against Ukraine and Russia continue, whilst a new Ransom DDoS attack campaign emerged.

The Highlights

Ukrainian and Russian Internet

  • The war on the ground is accompanied by attacks targeting the spread of information.
  • Broadcast Media companies in the Ukraine were the most targeted in Q2 by DDoS attacks. In fact, all the top five most attacked industries are all in online/Internet media, publishing, and broadcasting.
  • In Russia on the other hand, Online Media drops as the most attacked industry to the third place. Making their way to the top, Banking, Financial Services and Insurance (BFSI) companies in Russia were the most targeted in Q2; almost 45% of all application-layer DDoS attacks targeted the BFSI sector. Cryptocurrency companies in Russia were the second most attacked.

Read more about what Cloudflare is doing to keep the Open Internet flowing into Russia and keep attacks from getting out.

Ransom DDoS attacks

  • We’ve seen a new wave of Ransom DDoS attacks by entities claiming to be the Fancy Lazarus.
  • In June 2022, ransom attacks peaked to the highest of the year so far: one out of every five survey respondents who experienced a DDoS attack reported being subject to a Ransom DDoS attack or other threats.
  • Overall in Q2, the percent of Ransom DDoS attacks increased by 11% QoQ.

Application-layer DDoS attacks

  • In 2022 Q2, application-layer DDoS attacks increased by 72% YoY.
  • Organizations in the US were the most targeted, followed by Cyprus, Hong Kong, and China. Attacks on organizations in Cyprus increased by 166% QoQ.
  • The Aviation & Aerospace industry was the most targeted in Q2, followed by the Internet industry, Banking, Financial Services and Insurance, and Gaming / Gambling in fourth place.

Network-layer DDoS attacks

  • In 2022 Q2, network-layer DDoS attacks increased by 109% YoY. Attacks of 100 Gbps and larger increased by 8% QoQ, and attacks lasting more than 3 hours increased by 12% QoQ.
  • The top attacked industries were Telecommunications, Gaming / Gambling and the Information Technology and Services industry.
  • Organizations in the US were the most targeted, followed by China, Singapore, and Germany.

This report is based on DDoS attacks that were automatically detected and mitigated by Cloudflare’s DDoS Protection systems. To learn more about how it works, check out this deep-dive blog post.

A note on how we measure DDoS attacks observed over our network

To analyze attack trends, we calculate the “DDoS activity” rate, which is either the percentage of attack traffic out of the total traffic (attack + clean) observed over our global network, or in a specific location, or in a specific category (e.g., industry or billing country). Measuring the percentages allows us to normalize data points and avoid biases reflected in absolute numbers towards, for example, a Cloudflare data center that receives more total traffic and likely, also more attacks.

Ransom Attacks

Our systems constantly analyze traffic and automatically apply mitigation when DDoS attacks are detected. Each DDoS’d customer is prompted with an automated survey to help us better understand the nature of the attack and the success of the mitigation.

For over two years now, Cloudflare has been surveying attacked customers — one question on the survey being if they received a threat or a ransom note demanding payment in exchange to stop the DDoS attack.

The number of respondents reporting threats or ransom notes in Q2 increased by 11% QoQ and YoY. During this quarter, we’ve been mitigating Ransom DDoS attacks that have been launched by entities claiming to be the Advanced Persistent Threat (APT) group “Fancy Lazarus”. The campaign has been focusing on financial institutions and cryptocurrency companies.

DDoS attack trends for 2022 Q2
The percentage of respondents reported being targeted by a ransom DDoS attack or that have received threats in advance of the attack.

Drilling down into Q2, we can see that in June one out of every five respondents reported receiving a ransom DDoS attack or threat — the highest month in 2022, and the highest since December 2021.

DDoS attack trends for 2022 Q2

Application-layer DDoS attacks

Application-layer DDoS attacks, specifically HTTP DDoS attacks, are attacks that usually aim to disrupt a web server by making it unable to process legitimate user requests. If a server is bombarded with more requests than it can process, the server will drop legitimate requests and — in some cases — crash, resulting in degraded performance or an outage for legitimate users.

DDoS attack trends for 2022 Q2

Application-layer DDoS attacks by month

In Q2, application-layer DDoS attacks increased by 72% YoY.

Overall, in Q2, the volume of application-layer DDoS attacks increased by 72% YoY, but decreased 5% QoQ. May was the busiest month in the quarter. Almost 41% of all application-layer DDoS attacks took place in May, whereas the least number of attacks took place in June (28%).

DDoS attack trends for 2022 Q2

Application-layer DDoS attacks by industry

Attacks on the Aviation and Aerospace industry increased by 493% QoQ.

In Q2, Aviation and Aerospace was the most targeted industry by application-layer DDoS attacks. After it, was the Internet industry, Banking, Financial Institutions and Insurance (BFSI) industry, and in fourth place the Gaming / Gambling industry.

DDoS attack trends for 2022 Q2

Ukraine and Russia cyberspace

Media and publishing companies are the most targeted in Ukraine.

As the war in Ukraine continues on the ground, in the air and on the water, so does it continue in cyberspace. Entities targeting Ukrainian companies appear to be trying to silence information. The top five most attacked industries in the Ukraine are all in broadcasting, Internet, online media, and publishing — that’s almost 80% of all DDoS Attacks targeting Ukraine.

DDoS attack trends for 2022 Q2

On the other side of the war, the Russian Banks, Financial Institutions and Insurance (BFSI) companies came under the most attacks. Almost 45% of all DDoS attacks targeted the BFSI sector. The second most targeted was the Cryptocurrency industry, followed by Online media.

DDoS attack trends for 2022 Q2

In both sides of the war, we can see that the attacks are highly distributed, indicating the use of globally distributed botnets.

Application-layer DDoS attacks by source country

In Q2, attacks from China shrank by 78%, and attacks from the US shrank by 43%.

To understand the origin of the HTTP attacks, we look at the geolocation of the source IP address belonging to the client that generated the attack HTTP requests. Unlike network-layer attacks, source IP addresses cannot be spoofed in HTTP attacks. A high percentage of DDoS activity in a given country doesn’t mean that that specific country is launching the attacks but rather indicates the presence of botnets operating from within the country’s borders.

For the second quarter in a row, the United States tops the charts as the main source of HTTP DDoS attacks. Following the US is China in second place, and India and Germany in the third and fourth. Even though the US remained in the first place, attacks originating from the US shrank by 48% QoQ while attacks from other regions grew; attacks from India grew by 87%, from Germany by 33%, and attacks from Brazil grew by 67%.

DDoS attack trends for 2022 Q2

Application-layer DDoS attacks by target country

In order to identify which countries are targeted by the most HTTP DDoS attacks, we bucket the DDoS attacks by our customers’ billing countries and represent it as a percentage out of all DDoS attacks.

HTTP DDoS attacks on US-based countries increased by 67% QoQ pushing the US back to the first place as the main target of application-layer DDoS attacks. Attacks on Chinese companies plunged by 80% QoQ dropping it from the first place to the fourth. Attacks on Cyprus increase by 167% making it the second most attacked country in Q2. Following Cyprus is Hong Kong, China, and the Netherlands.

DDoS attack trends for 2022 Q2

Network-layer DDoS attacks

While application-layer attacks target the application (Layer 7 of the OSI model) running the service that end users are trying to access (HTTP/S in our case), network-layer attacks aim to overwhelm network infrastructure (such as in-line routers and servers) and the Internet link itself.

DDoS attack trends for 2022 Q2

Network-layer DDoS attacks by month

In Q2, network-layer DDoS attacks increased by 109% YoY, and volumetric attacks of 100 Gbps and larger increased by 8% QoQ.

In Q2, the total amount of network-layer DDoS attacks increased by 109% YoY and 15% QoQ. June was the busiest month of the quarter with almost 36% of the attacks occurring in June.

DDoS attack trends for 2022 Q2

Network-layer DDoS attacks by industry

In Q2, attacks on Telecommunication companies grew by 66% QoQ.

For the second consecutive quarter, the Telecommunications industry was the most targeted by network-layer DDoS attacks. Even more so, attacks on Telecommunication companies grew by 66% QoQ. The Gaming industry came in second place, followed by Information Technology and Services companies.

DDoS attack trends for 2022 Q2

Network-layer DDoS attacks by target country

Attacks on US networks grew by 95% QoQ.

In Q2, the US remains the most attacked country. After the US came China, Singapore and Germany.

DDoS attack trends for 2022 Q2

Network-layer DDoS attacks by ingress country

In Q2, almost a third of the traffic Cloudflare observed in Palestine and a fourth in Azerbaijan was part of a network-layer DDoS attack.

When trying to understand where network-layer DDoS attacks originate, we cannot use the same method as we use for the application-layer attack analysis. To launch an application-layer DDoS attack, successful handshakes must occur between the client and the server in order to establish an HTTP/S connection. For a successful handshake to occur, the attacks cannot spoof their source IP address. While the attacker may use botnets, proxies, and other methods to obfuscate their identity, the attacking client’s source IP location does sufficiently represent the attack source of application-layer DDoS attacks.

On the other hand, to launch network-layer DDoS attacks, in most cases, no handshake is needed. Attackers can spoof the source IP address in order to obfuscate the attack source and introduce randomness into the attack properties, which can make it harder for simple DDoS protection systems to block the attack. So if we were to derive the source country based on a spoofed source IP, we would get a ‘spoofed country’.

For this reason, when analyzing network-layer DDoS attack sources, we bucket the traffic by the Cloudflare data center locations where the traffic was ingested, and not by the (potentially) spoofed source IP to get an understanding of where the attacks originate from. We are able to achieve geographical accuracy in our report because we have data centers in over 270 cities around the world. However, even this method is not 100% accurate, as traffic may be back hauled and routed via various Internet Service Providers and countries for reasons that vary from cost reduction to congestion and failure management.

Palestine jumps from the second to the first place as the Cloudflare location with the highest percentage of network-layer DDoS attacks. Following Palestine is Azerbaijan, South Korea, and Angola.

DDoS attack trends for 2022 Q2
DDoS attack trends for 2022 Q2

To view all regions and countries, check out the interactive map.

Attack vectors

In Q2, DNS attacks increased making it the second most frequent attack vector.

An attack vector is a term used to describe the method that the attacker uses to launch their DDoS attack, i.e., the IP protocol, packet attributes such as TCP flags, flooding method, and other criteria.

In Q2, 53% of all network-layer attacks were SYN floods. SYN floods remain the most popular attack vector. They abuse the initial connection request of the stateful TCP handshake. During this initial connection request, servers don’t have any context about the TCP connection as it is new and without the proper protection may find it hard to mitigate a flood of initial connection requests. This makes it easier for the attacker to consume an unprotected server’s resources.

After the SYN floods are attacks targeting DNS infrastructure, RST floods again abusing TCP connection flow, and generic attacks over UDP.

DDoS attack trends for 2022 Q2

Emerging threats

In Q2, the top emerging threats included attacks over CHARGEN, Ubiquiti and Memcached.

Identifying the top attack vectors helps organizations understand the threat landscape. In turn, this may help them improve their security posture to protect against those threats. Similarly, learning about new emerging threats that may not yet account for a significant portion of attacks, can help mitigate them before they become a significant force.

In Q2, the top emerging threats were amplification attacks abusing the Character Generator Protocol (CHARGEN), amplification attacks reflecting traffic off of exposed Ubiquiti devices, and the notorious Memcached attack.

DDoS attack trends for 2022 Q2

Abusing the CHARGEN protocol to launch amplification attacks

In Q2, attacks abusing the CHARGEN protocol increased by 378% QoQ.

Initially defined in RFC 864 (1983), the Character Generator (CHARGEN) protocol is a service of the Internet Protocol Suite that does exactly what it says it does – it generates characters arbitrarily, and it doesn’t stop sending them to the client until the client closes the connection. Its original intent was for testing and debugging. However, it’s rarely used because it can so easily be abused to generate amplification/reflection attacks.

An attacker can spoof the source IP of their victim and fool supporting servers around the world to direct a stream of arbitrary characters “back” to the victim’s servers. This type of attack is amplification/reflection. Given enough simultaneous CHARGEN streams, the victim’s servers, if unprotected, would be flooded and unable to cope with legitimate traffic — resulting in a denial of service event.

Amplification attacks exploiting the Ubiquiti Discovery Protocol

In Q2, attacks over Ubiquity increased by 327% QoQ.

Ubiquiti is a US-based company that provides networking and Internet of Things (IoT) devices for consumers and businesses. Ubiquiti devices can be discovered on a network using the Ubiquiti Discovery protocol over UDP/TCP port 10001.

Similarly to the CHARGEN attack vector, here too, attackers can spoof the source IP to be the victim’s IP address and spray IP addresses that have port 10001 open. Those would then respond to the victim and essentially flood it if the volume is sufficient.

Memcached DDoS attacks

In Q2, Memcached DDoS attacks increased by 287% QoQ.

Memcached is a database caching system for speeding up websites and networks. Similarly to CHARGEN and Ubiquiti, Memcached servers that support UDP can be abused to launch amplification/reflection DDoS attacks. In this case, the attacker would request content from the caching system and spoof the victim’s IP address as the source IP in the UDP packets. The victim will be flooded with the Memcache responses which can be amplified by a factor of up to 51,200x.

Network-layer DDoS attacks by attack rate

Volumetric attacks of over 100 Gbps increase by 8% QoQ.

There are different ways of measuring the size of an L3/4 DDoS attack. One is the volume of traffic it delivers, measured as the bit rate (specifically, terabits per second or gigabits per second). Another is the number of packets it delivers, measured as the packet rate (specifically, millions of packets per second).

Attacks with high bit rates attempt to cause a denial-of-service event by clogging the Internet link, while attacks with high packet rates attempt to overwhelm the servers, routers, or other in-line hardware appliances. These devices dedicate a certain amount of memory and computation power to process each packet. Therefore, by bombarding it with many packets, the appliance can be left with no further processing resources. In such a case, packets are “dropped,” i.e., the appliance is unable to process them. For users, this results in service disruptions and denial of service.

Distribution by packet rate

The majority of network-layer DDoS attacks remain below 50,000 packets per second. While 50 kpps is on the lower side of the spectrum at Cloudflare scale, it can still easily take down unprotected Internet properties and congest even a standard Gigabit Ethernet connection.

DDoS attack trends for 2022 Q2

When we look at the changes in the attack sizes, we can see that packet-intensive attacks above 50 kpps decreased in Q2, resulting in an increase of 4% in small attacks.

DDoS attack trends for 2022 Q2

Distribution by bitrate

In Q2, most of the network-layer DDoS attacks remain below 500 Mbps. This too is a tiny drop in the water at Cloudflare scale, but can very quickly shut down unprotected Internet properties with less capacity or at the very least cause congestion for even a standard Gigabit Ethernet connection.

DDoS attack trends for 2022 Q2

Interestingly enough, large attacks between 500 Mbps and 100 Gbps decreased by 20-40% QoQ, but volumetric attacks above 100 Gbps increased by 8%.

DDoS attack trends for 2022 Q2

Network-layer DDoS attacks by duration

In Q2, attacks lasting over three hours increased by 9%.

We measure the duration of an attack by recording the difference between when it is first detected by our systems as an attack and the last packet we see with that attack signature towards that specific target.

In Q2, 52% of network-layer DDoS attacks lasted less than 10 minutes. Another 40% lasted 10-20 minutes. The remaining 8% include attacks ranging from 20 minutes to over three hours.

One important thing to keep in mind is that even if an attack lasts only a few minutes, if it is successful, the repercussions could last well beyond the initial attack duration. IT personnel responding to a successful attack may spend hours and even days restoring their services.

DDoS attack trends for 2022 Q2

While most of the attacks are indeed short, we can see an increase of over 15% in attacks ranging between 20-60 minutes, and a 12% increase of attacks lasting more than three hours.

DDoS attack trends for 2022 Q2

Short attacks can easily go undetected, especially burst attacks that, within seconds, bombard a target with a significant number of packets, bytes, or requests. In this case, DDoS protection services that rely on manual mitigation by security analysis have no chance in mitigating the attack in time. They can only learn from it in their post-attack analysis, then deploy a new rule that filters the attack fingerprint and hope to catch it next time. Similarly, using an “on-demand” service, where the security team will redirect traffic to a DDoS provider during the attack, is also inefficient because the attack will already be over before the traffic routes to the on-demand DDoS provider.

It’s recommended that companies use automated, always-on DDoS protection services that analyze traffic and apply real-time fingerprinting fast enough to block short-lived attacks.

Summary

Cloudflare’s mission is to help build a better Internet. A better Internet is one that is more secure, faster, and reliable for everyone — even in the face of DDoS attacks. As part of our mission, since 2017, we’ve been providing unmetered and unlimited DDoS protection for free to all of our customers. Over the years, it has become increasingly easier for attackers to launch DDoS attacks. But as easy as it has become, we want to make sure that it is even easier — and free — for organizations of all sizes to protect themselves against DDoS attacks of all types.

Not using Cloudflare yet? Start now with our Free and Pro plans to protect your websites, or contact us for comprehensive DDoS protection for your entire network using Magic Transit.

DDoS Attack Trends for 2022 Q1

Post Syndicated from Omer Yoachimik original https://blog.cloudflare.com/ddos-attack-trends-for-2022-q1/

DDoS Attack Trends for 2022 Q1

DDoS Attack Trends for 2022 Q1

Welcome to our first DDoS report of 2022, and the ninth in total so far. This report includes new data points and insights both in the application-layer and network-layer sections — as observed across the global Cloudflare network between January and March 2022.

The first quarter of 2022 saw a massive spike in application-layer DDoS attacks, but a decrease in the total number of network-layer DDoS attacks. Despite the decrease, we’ve seen volumetric DDoS attacks surge by up to 645% QoQ, and we mitigated a new zero-day reflection attack with an amplification factor of 220 billion percent.

In the Russian and Ukrainian cyberspace, the most targeted industries were Online Media and Broadcast Media. In our Azerbaijan and Palestinian Cloudflare data centers, we’ve seen enormous spikes in DDoS activity — indicating the presence of botnets operating from within.

The Highlights

The Russian and Ukrainian cyberspace

  • Russian Online Media companies were the most targeted industries within Russia in Q1. The next most targeted was the Internet industry, then Cryptocurrency, and then Retail. While many attacks that targeted Russian Cryptocurrency companies originated in Ukraine or the US, another major source of attacks was from within Russia itself.
  • The majority of HTTP DDoS attacks that targeted Russian companies originated from Germany, the US, Singapore, Finland, India, the Netherlands, and Ukraine. It’s important to note that being able to identify where cyber attack traffic originates is not the same as being able to attribute where the attacker is located.
  • Attacks on Ukraine targeted Broadcast Media and Publishing websites and seem to have been more distributed, originating from more countries — which may indicate the use of global botnets. Still, most of the attack traffic originated from the US, Russia, Germany, China, the UK, and Thailand.

Read more about what Cloudflare is doing to keep the Open Internet flowing into Russia and keep attacks from getting out.

Ransom DDoS attacks

  • In January 2022, over 17% of under-attack respondents reported being targeted by ransom DDoS attacks or receiving a threat in advance.
  • That figure drastically dropped to 6% in February, and then to 3% in March.
  • When compared to previous quarters, we can see that in total, in Q1, only 10% of respondents reported a ransom DDoS attack; a 28% decrease YoY and 52% decrease QoQ.

Application-layer DDoS attacks

  • 2022 Q1 was the busiest quarter in the past 12 months for application-layer attacks. HTTP-layer DDoS attacks increased by 164% YoY and 135% QoQ.
  • Diving deeper into the quarter, in March 2022 there were more HTTP DDoS attacks than in all of Q4 combined (and Q3, and Q1).
  • After four consecutive quarters in a row with China as the top source of HTTP DDoS attacks, the US stepped into the lead this quarter. HTTP DDoS attacks originating from the US increased by a staggering 6,777% QoQ and 2,225% YoY.

Network-layer DDoS attacks

  • Network-layer attacks in Q1 increased by 71% YoY but decreased 58% QoQ.
  • The Telecommunications industry was the most targeted by network-layer DDoS attacks, followed by Gaming and Gambling companies, and the Information Technology and Services industry.
  • Volumetric attacks increased in Q1. Attacks above 10 Mpps (million packets per second) grew by over 300% QoQ, and attacks over 100 Gbps grew by 645% QoQ.

This report is based on DDoS attacks that were automatically detected and mitigated by Cloudflare’s DDoS Protection systems. To learn more about how it works, check out this deep-dive blog post.

A note on how we measure DDoS attacks observed over our network
To analyze attack trends, we calculate the “DDoS activity” rate, which is either the percentage of attack traffic out of the total traffic (attack + clean) observed over our global network, or in a specific location, or in a specific category (e.g., industry or billing country). Measuring the percentages allows us to normalize data points and avoid biases reflected in absolute numbers towards, for example, a Cloudflare data center that receives more total traffic and likely, also more attacks.

To view an interactive version of this report view it on Cloudflare Radar.

Ransom Attacks

Our systems constantly analyze traffic and automatically apply mitigation when DDoS attacks are detected. Each DDoS’d customer is prompted with an automated survey to help us better understand the nature of the attack and the success of the mitigation.

For over two years now, Cloudflare has been surveying attacked customers — one question on the survey being if they received a threat or a ransom note demanding payment in exchange to stop the DDoS attack. In the last quarter, 2021 Q4, we observed a record-breaking level of reported ransom DDoS attacks (one out of every five customers). This quarter, we’ve witnessed a drop in ransom DDoS attacks with only one out of 10 respondents reporting a ransom DDoS attack; a 28% decrease YoY and 52% decrease QoQ.

DDoS Attack Trends for 2022 Q1

When we break it down by month, we can see that January 2022 saw the largest number of respondents reporting receiving a ransom letter in Q1. Almost one out of every five customers (17%).

DDoS Attack Trends for 2022 Q1

Application-layer DDoS attacks

Application-layer DDoS attacks, specifically HTTP DDoS attacks, are attacks that usually aim to disrupt a web server by making it unable to process legitimate user requests. If a server is bombarded with more requests than it can process, the server will drop legitimate requests and — in some cases — crash, resulting in degraded performance or an outage for legitimate users.

DDoS Attack Trends for 2022 Q1

Application-layer DDoS attacks by month

In Q1, application-layer DDoS attacks soared by 164% YoY and 135% QoQ – the busiest quarter within the past year.

Application-layer DDoS attacks increased to new heights in the first quarter of 2022. In March alone, there were more HTTP DDoS attacks than in all of 2021 Q4 combined (and Q3, and Q1).

DDoS Attack Trends for 2022 Q1

DDoS Attack Trends for 2022 Q1

Application-layer DDoS attacks by industry

Consumer Electronics was the most targeted industry in Q1.

Globally, the Consumer Electronics industry was the most attacked with an increase of 5,086% QoQ. Second was the Online Media industry with a 2,131% increase in attacks QoQ. Third were Computer Software companies, with an increase of 76% QoQ and 1,472 YoY.

DDoS Attack Trends for 2022 Q1

However, if we focus only on Ukraine and Russia, we can see that Broadcast Media, Online Media companies, and Internet companies were the most targeted. Read more about what Cloudflare is doing to keep the Open Internet flowing into Russia and keep attacks from getting out.

DDoS Attack Trends for 2022 Q1

DDoS Attack Trends for 2022 Q1

Application-layer DDoS attacks by source country

To understand the origin of the HTTP attacks, we look at the geolocation of the source IP address belonging to the client that generated the attack HTTP requests. Unlike network-layer attacks, source IP addresses cannot be spoofed in HTTP attacks. A high percentage of DDoS activity in a given country usually indicates the presence of botnets operating from within the country’s borders.

After four consecutive quarters in a row with China as the top source of HTTP DDoS attacks, the US stepped into the lead this quarter. HTTP DDoS attacks originating from the US increased by a staggering 6,777% QoQ and 2,225% YoY. Following China in second place are India, Germany, Brazil, and Ukraine.

DDoS Attack Trends for 2022 Q1

Application-layer DDoS attacks by target country

In order to identify which countries are targeted by the most HTTP DDoS attacks, we bucket the DDoS attacks by our customers’ billing countries and represent it as a percentage out of all DDoS attacks.

The US drops to second place, after being first for three consecutive quarters. Organizations in China were targeted the most by HTTP DDoS attacks, followed by the US, Russia, and Cyprus.

DDoS Attack Trends for 2022 Q1

Network-layer DDoS attacks

While application-layer attacks target the application (Layer 7 of the OSI model) running the service that end users are trying to access (HTTP/S in our case), network-layer attacks aim to overwhelm network infrastructure (such as in-line routers and servers) and the Internet link itself.

DDoS Attack Trends for 2022 Q1

Network-layer DDoS attacks by month

While HTTP DDoS attacks soared in Q1, network-layer DDoS attacks actually decreased by 58% QoQ, but still increased by 71% YoY.

Diving deeper into Q1, we can see that the amount of network-layer DDoS attacks remained mostly consistent throughout the quarter with about a third of attacks occurring every month.

DDoS Attack Trends for 2022 Q1

DDoS Attack Trends for 2022 Q1

DDoS Attack Trends for 2022 Q1

Cloudflare mitigates zero-day amplification DDoS attack

Amongst these network-layer DDoS attacks are also zero-day DDoS attacks that Cloudflare automatically detected and mitigated.

In the beginning of March, Cloudflare researchers helped investigate and expose a zero-day vulnerability in Mitel business phone systems that amongst other possible exploitations, also enables attackers to launch an amplification DDoS attack. This type of attack reflects traffic off vulnerable Mitel servers to victims, amplifying the amount of traffic sent in the process by an amplification factor of 220 billion percent in this specific case. You can read more about it in our recent blog post.

We observed several of these attacks across our network. One of them targeted a North American cloud provider using the Cloudflare Magic Transit service. The attack originated from 100 source IPs mainly from the US, UK, Canada, Netherlands, Australia, and approximately 20 other countries. It peaked above 50 Mpps (~22 Gbps) and was automatically detected and mitigated by Cloudflare systems.

DDoS Attack Trends for 2022 Q1

Network-layer DDoS attacks by industry

Many network-layer DDoS attacks target Cloudflare’s IP ranges directly. These IP ranges serve our WAF/CDN customers, Cloudflare authoritative DNS, Cloudflare public DNS resolver 1.1.1.1,  Cloudflare Zero Trust products, and our corporate offices, to name a few. Additionally, we also allocate dedicated IP addresses to customers via our Spectrum product and advertise the IP prefixes of other companies via our Magic Transit, Magic WAN, and Magic Firewall Products for L3/4 DDoS protection.

In this report, for the first time, we’ve begun classifying network-layer DDoS attacks according to the industries of our customers using the Spectrum and Magic products. This classification allows us to understand which industries are targeted the most by network-layer DDoS attacks.

When we look at Q1 statistics, we can see that in terms of attack packets and attack bytes launched towards Cloudflare customers, the Telecommunications industry was targeted the most.  More than 8% of all attack bytes and 10% of all attack packets that Cloudflare mitigated targeted Telecommunications companies.

Following not too far behind, in second and third place were the Gaming / Gambling and Information Technology and Services industries.

DDoS Attack Trends for 2022 Q1

DDoS Attack Trends for 2022 Q1

Network-layer DDoS attacks by target country

Similarly to the classification by our customers’ industry, we can also bucket attacks by our customers’ billing country as we do for application-layer DDoS attacks, to identify the top attacked countries.

Looking at Q1 numbers, we can see that the US was targeted by the highest percentage of DDoS attacks traffic — over 10% of all attack packets and almost 8% of all attack bytes. Following the US is China, Canada, and Singapore.

DDoS Attack Trends for 2022 Q1

DDoS Attack Trends for 2022 Q1

Network-layer DDoS attacks by ingress country

When trying to understand where network-layer DDoS attacks originate, we cannot use the same method as we use for the application-layer attack analysis. To launch an application-layer DDoS attack, successful handshakes must occur between the client and the server in order to establish an HTTP/S connection. For a successful handshake to occur, the attacker cannot spoof their source IP address. While the attacker may use botnets, proxies, and other methods to obfuscate their identity, the attacking client’s source IP location does sufficiently represent the attack source of application-layer DDoS attacks.

On the other hand, to launch network-layer DDoS attacks, in most cases, no handshake is needed. Attackers can spoof the source IP address in order to obfuscate the attack source and introduce randomness into the attack properties, which can make it harder for simple DDoS protection systems to block the attack. So if we were to derive the source country based on a spoofed source IP, we would get a ‘spoofed country’.

For this reason, when analyzing network-layer DDoS attack sources, we bucket the traffic by the Cloudflare edge data center locations where the traffic was ingested, and not by the (potentially) spoofed source IP to get an understanding of where the attacks originate from. We are able to achieve geographical accuracy in our report because we have data centers in over 270 cities around the world. However, even this method is not 100% accurate, as traffic may be back hauled and routed via various Internet Service Providers and countries for reasons that vary from cost reduction to congestion and failure management.

In Q1, the percentage of attacks detected in Cloudflare’s data centers in Azerbaijan increased by 16,624% QoQ and 96,900% YoY, making it the country with the highest percentage of network-layer DDoS activity (48.5%).

Following our Azerbaijanian data center is our Palestinian data center where a staggering 41.9% of all traffic was DDoS traffic. This represents a 10,120% increase QoQ and 46,456% YoY.

DDoS Attack Trends for 2022 Q1

DDoS Attack Trends for 2022 Q1

To view all regions and countries, check out the interactive map.

Attack vectors

SYN Floods remain the most popular DDoS attack vector, while use of generic UDP floods drops significantly in Q1.

An attack vector is a term used to describe the method that the attacker uses to launch their DDoS attack, i.e., the IP protocol, packet attributes such as TCP flags, flooding method, and other criteria.

In Q1, SYN floods accounted for 57% of all network-layer DDoS attacks, representing a 69% increase QoQ and a 13% increase YoY. In second place, attacks over SSDP surged by over 1,100% QoQ. Following were RST floods and attacks over UDP. Last quarter, generic UDP floods took the second place, but this time, generic UDP DDoS attacks plummeted by 87% QoQ from 32% to a mere 3.9%.

DDoS Attack Trends for 2022 Q1

Emerging threats

Identifying the top attack vectors helps organizations understand the threat landscape. In turn, this may help them improve their security posture to protect against those threats. Similarly, learning about new emerging threats that may not yet account for a significant portion of attacks, can help mitigate them before they become a significant force.

When we look at new emerging attack vectors in Q1, we can see increases in DDoS attacks reflecting off of Lantronix services (+971% QoQ) and SSDP reflection attacks (+724% QoQ). Additionally, SYN-ACK attacks increased by 437% and attacks by Mirai botnets by 321% QoQ.

Attacker reflecting traffic off of Lantronix Discovery Service

Lantronix is a US-based software and hardware company that provides solutions for Internet of Things (IoT) management amongst their vast offering. One of the tools that they provide to manage their IoT components is the Lantronix Discovery Protocol. It is a command-line tool that helps to search and find Lantronix devices. The discovery tool is UDP-based, meaning that no handshake is required. The source IP can be spoofed. So an attacker can use the tool to search for publicly exposed Lantronix devices using a 4 byte request, which will then in turn respond with a 30 byte response from port 30718. By spoofing the source IP of the victim, all Lantronix devices will target their responses to the victim — resulting in a reflection/amplification attack.

Simple Service Discovery Protocol used for reflection DDoS attacks

The Simple Service Discovery Protocol (SSDP) protocol works similarly to the Lantronix Discovery protocol, but for Universal Plug and Play (UPnP) devices such as network-connected printers. By abusing the SSDP protocol, attackers can generate a reflection-based DDoS attack overwhelming the target’s infrastructure and taking their Internet properties offline. You can read more about SSDP-based DDoS attacks here.

DDoS Attack Trends for 2022 Q1

Network-layer DDoS attacks by attack rate

In Q1, we observed a massive uptick in volumetric DDoS attacks — both from the packet rate and bitrate perspective. Attacks over 10 Mpps grew by over 300% QoQ, and attacks over 100 Gbps grew by 645% QoQ.

There are different ways of measuring the size of an L3/4 DDoS attack. One is the volume of traffic it delivers, measured as the bit rate (specifically, terabits per second or gigabits per second). Another is the number of packets it delivers, measured as the packet rate (specifically, millions of packets per second).

Attacks with high bit rates attempt to cause a denial-of-service event by clogging the Internet link, while attacks with high packet rates attempt to overwhelm the servers, routers, or other in-line hardware appliances. These devices dedicate a certain amount of memory and computation power to process each packet. Therefore, by bombarding it with many packets, the appliance can be left with no further processing resources. In such a case, packets are “dropped,” i.e., the appliance is unable to process them. For users, this results in service disruptions and denial of service.

Distribution by packet rate

The majority of network-layer DDoS attacks remain below 50,000 packets per second. While 50 kpps is on the lower side of the spectrum at Cloudflare scale, it can still easily take down unprotected Internet properties and congest even a standard Gigabit Ethernet connection.

DDoS Attack Trends for 2022 Q1

When we look at the changes in the attack sizes, we can see that attacks of over 10 Mpps grew by over 300% QoQ. Similarly, attacks of 1-10 Mpps grew by almost 40% QoQ.

DDoS Attack Trends for 2022 Q1

Distribution by bitrate

In Q1, most of the network-layer DDoS attacks remain below 500 Mbps. This too is a tiny drop in the water at Cloudflare scale, but can very quickly shut down unprotected Internet properties with less capacity or at the very least congest, even a standard Gigabit Ethernet connection.

DDoS Attack Trends for 2022 Q1
Graph of the distribution of network-layer DDoS attacks by bit rate in 2022 Q1

Similarly to the trends observed in the packet-per-second realm, here we can also see large increases. The amount of DDoS attacks that peaked over 100 Gbps increased by 645% QoQ; attacks peaking between 10 Gbps to 100 Gbps increased by 407%; attacks peaking between 1 Gbps to 10 Gbps increased by 88%; and even attacks peaking between 500 Mbps to 1 Gbps increased by almost 20% QoQ.

DDoS Attack Trends for 2022 Q1

Network-layer DDoS attacks by duration

Most attacks remain under one hour in duration, reiterating the need for automated always-on DDoS mitigation solutions.

We measure the duration of an attack by recording the difference between when it is first detected by our systems as an attack and the last packet we see with that attack signature towards that specific target.

In previous reports, we provided a breakdown of ‘attacks under an hour’, and larger time ranges. However, in most cases over 90 percent of attacks last less than an hour. So starting from this report, we broke down the short attacks and grouped them by shorter time ranges to provide better granularity.

One important thing to keep in mind is that even if an attack lasts only a few minutes, if it is successful, the repercussions could last well beyond the initial attack duration. IT personnel responding to a successful attack may spend hours and even days restoring their services.

In the first quarter of 2022, more than half of the attacks lasted 10-20 minutes, approximately 40% ended within 10 minutes, another ~5% lasted 20-40 minutes, and the remaining lasted longer than 40 minutes.

DDoS Attack Trends for 2022 Q1

Short attacks can easily go undetected, especially burst attacks that, within seconds, bombard a target with a significant number of packets, bytes, or requests. In this case, DDoS protection services that rely on manual mitigation by security analysis have no chance in mitigating the attack in time. They can only learn from it in their post-attack analysis, then deploy a new rule that filters the attack fingerprint and hope to catch it next time. Similarly, using an “on-demand” service, where the security team will redirect traffic to a DDoS provider during the attack, is also inefficient because the attack will already be over before the traffic routes to the on-demand DDoS provider.

It’s recommended that companies use automated, always-on DDoS protection services that analyze traffic and apply real-time fingerprinting fast enough to block short-lived attacks.

Summary

Cloudflare’s mission is to help build a better Internet. A better Internet is one that is more secure, faster, and reliable for everyone — even in the face of DDoS attacks. As part of our mission, since 2017, we’ve been providing unmetered and unlimited DDoS protection for free to all of our customers. Over the years, it has become increasingly easier for attackers to launch DDoS attacks. But as easy as it has become, we want to make sure that it is even easier — and free — for organizations of all sizes to protect themselves against DDoS attacks of all types.

Not using Cloudflare yet? Start now with our Free and Pro plans to protect your websites, or contact us for comprehensive DDoS protection for your entire network using Magic Transit.

DDoS Attack Trends for Q4 2021

Post Syndicated from Omer Yoachimik original https://blog.cloudflare.com/ddos-attack-trends-for-2021-q4/

DDoS Attack Trends for Q4 2021

This post is also available in 日本語, Deutsch, Français, Español.

DDoS Attack Trends for Q4 2021

The first half of 2021 witnessed massive ransomware and ransom DDoS attack campaigns that interrupted aspects of critical infrastructure around the world (including one of the largest petroleum pipeline system operators in the US) and a vulnerability in IT management software that targeted schools, public sector, travel organizations, and credit unions, to name a few.

The second half of the year recorded a growing swarm of one of the most powerful botnets deployed (Meris) and record-breaking HTTP DDoS attacks and network-layer attacks observed over the Cloudflare network. This besides the Log4j2 vulnerability (CVE-2021-44228) discovered in December that allows an attacker to execute code on a remote server — arguably one of the most severe vulnerabilities on the Internet since both Heartbleed and Shellshock.

Prominent attacks such as the ones listed above are but a few examples that demonstrate a trend of intensifying cyber-insecurity that affected everyone, from tech firms and government organizations to wineries and meat processing plants.

Here are some DDoS attack trends and highlights from 2021 and Q4 ‘21 specifically:

Ransom DDoS attacks

  • In Q4, ransom DDoS attacks increased by 29% YoY and 175% QoQ.
  • In December alone, one out of every three survey respondents reported being targeted by a ransom DDoS attack or threatened by the attacker.

Application-layer DDoS attacks

  • The Manufacturing industry was the most attacked in Q4 ’21, recording a whopping 641% increase QoQ in the number of attacks. The Business Services and Gaming/Gambling industries were the second and third most targeted industries by application-layer DDoS attacks.
  • For the fourth time in a row this year, China topped the charts with the highest percentage of attack traffic originating from its networks.
  • A new botnet called the Meris botnet emerged in mid-2021 and continued to bombard organizations around the world, launching some of the largest HTTP attacks on record — including a 17.2M rps attack that Cloudflare automatically mitigated.

Network-layer DDoS attacks

  • Q4 ’21 was the busiest quarter for attackers in 2021. In December 2021 alone, there were more than all the attacks observed in Q1 and Q2 ’21 separately.
  • While the majority of attacks were small, terabit-strong attacks became the new norm in the second half of 2021. Cloudflare automatically mitigated dozens of attacks peaking over 1 Tbps, with the largest one peaking just under 2 Tbps — the largest we’ve ever seen.
  • Q4 ’21, and November specifically, recorded a persistent ransom DDoS campaign against VoIP providers around the world.
  • Attacks originating from Moldova quadrupled in Q4 ’21 QoQ, making it the country with the highest percentage of network-layer DDoS activity.
  • SYN floods and UDP floods were the most frequent attack vectors while emerging threats such as SNMP attacks increased by nearly 5,800% QoQ.

This report is based on DDoS attacks that were automatically detected and mitigated by Cloudflare’s DDoS Protection systems. To learn more about how it works, check out this deep-dive blog post.

A note on how we measure DDoS attacks observed over our network

To analyze attack trends, we calculate the “DDoS activity” rate, which is the percentage of attack traffic out of the total traffic (attack + clean) observed over our global network. Measuring attack numbers as a percentage of the total traffic observed allows us to normalize data points and avoid biases reflected in absolute numbers towards, for example, a Cloudflare data center that receives more total traffic and likely, also more attacks.

An interactive version of this report is available on Cloudflare Radar.

Ransom Attacks

Our systems constantly analyze traffic and automatically apply mitigation when DDoS attacks are detected. Each DDoS’d customer is prompted with an automated survey to help us better understand the nature of the attack and the success of the mitigation.

For over two years now, Cloudflare has been surveying attacked customers — one question on the survey being if they received a ransom note demanding payment in exchange to stop the DDoS attack. Q4 ’21 recorded the highest survey responses ever that indicated ransom threats — ransom attacks increased by 29% YoY and 175% QoQ. More specifically, one out of every 4.5 respondents (22%) reported receiving a ransom letter demanding payment by the attacker.

DDoS Attack Trends for Q4 2021
The percentage of respondents reported being targeted by a ransom DDoS attack or that have received threats in advance of the attack.

When we break it down by month, we can see that December 2021 topped the charts with 32% of respondents reporting receiving a ransom letter — that’s nearly one out of every three surveyed respondents.

DDoS Attack Trends for Q4 2021

Application-layer DDoS attacks

Application-layer DDoS attacks, specifically HTTP DDoS attacks, are attacks that usually aim to disrupt a web server by making it unable to process legitimate user requests. If a server is bombarded with more requests than it can process, the server will drop legitimate requests and — in some cases — crash, resulting in degraded performance or an outage for legitimate users.

DDoS Attack Trends for Q4 2021

Application-layer DDoS attacks by industry

In Q4, DDoS attacks on Manufacturing companies increased by 641% QoQ, and DDoS attacks on the Business Services industry increased by 97%.

When we break down the application-layer attacks targeted by industry, the Manufacturing, Business Services, and Gaming/Gambling industries were the most targeted industries in Q4 ’21.

DDoS Attack Trends for Q4 2021

Application-layer DDoS attacks by source country

To understand the origin of the HTTP attacks, we look at the geolocation of the source IP address belonging to the client that generated the attack HTTP requests. Unlike network-layer attacks, source IP addresses cannot be spoofed in HTTP attacks. A high percentage of DDoS activity in a given country usually indicates the presence of botnets operating from within the country’s borders.

For the fourth quarter in a row, China remains the country with the highest percentage of DDoS attacks originating from within its borders. More than three out of every thousand HTTP requests that originated from Chinese IP addresses were part of an HTTP DDoS attack. The US remained in second place, followed by Brazil and India.

DDoS Attack Trends for Q4 2021

Application-layer DDoS attacks by target country

In order to identify which countries are targeted by the most HTTP DDoS attacks, we bucket the DDoS attacks by our customers’ billing countries and represent it as a percentage out of all DDoS attacks.

For the third consecutive time this year, organizations in the United States were targeted by the most HTTP DDoS attacks, followed by Canada and Germany.

DDoS Attack Trends for Q4 2021

Network-layer DDoS attacks

While application-layer attacks target the application (Layer 7 of the OSI model) running the service that end users are trying to access, network-layer attacks aim to overwhelm network infrastructure (such as in-line routers and servers) and the Internet link itself.

Cloudflare thwarts an almost 2 Tbps attack

In November, our systems automatically detected and mitigated an almost 2 Tbps DDoS attack. This was a multi-vector attack combining DNS amplification attacks and UDP floods. The entire attack lasted just one minute. The attack was launched from approximately 15,000 bots running a variant of the original Mirai code on IoT devices and unpatched GitLab instances.

DDoS Attack Trends for Q4 2021

Network-layer DDoS attacks by month

December was the busiest month for attackers in 2021.

Q4 ‘21 was the busiest quarter in 2021 for attackers. Over 43% of all network-layer DDoS attacks took place in the fourth quarter of 2021. While October was a relatively calmer month, in November, the month of the Chinese Singles’ Day, the American Thanksgiving holiday, Black Friday, and Cyber Monday, the number of network-layer DDoS attacks nearly doubled. The number of observed attacks increased towards the final days of December ’21 as the world prepared to close out the year. In fact, the total number of attacks in December alone was higher than all the attacks in Q2 ’21 and almost equivalent to all attacks in Q1 ’21.

DDoS Attack Trends for Q4 2021

Network-layer DDoS attacks by attack rate

While most attacks are still relatively ‘small’ in size, terabit-strong attacks are becoming the norm.

There are different ways of measuring the size of an L3/4 DDoS attack. One is the volume of traffic it delivers, measured as the bit rate (specifically, terabits per second or gigabits per second). Another is the number of packets it delivers, measured as the packet rate (specifically, millions of packets per second).

Attacks with high bit rates attempt to cause a denial-of-service event by clogging the Internet link, while attacks with high packet rates attempt to overwhelm the servers, routers, or other in-line hardware appliances. These devices dedicate a certain amount of memory and computation power to process each packet. Therefore, by bombarding it with many packets, the appliance can be left with no further processing resources. In such a case, packets are “dropped,” i.e., the appliance is unable to process them. For users, this results in service disruptions and denial of service.

The distribution of attacks by their size (in bit rate) and month is shown below. As seen in the graph above, the majority of attacks took place in December. However, the graph below illustrates that larger attacks, over 300 Gbps in size, took place in November. Most of the attacks between 5-20 Gbps took place in December.

DDoS Attack Trends for Q4 2021

Distribution by packet rate

An interesting correlation Cloudflare has observed is that when the number of attacks increases, their size and duration decrease. In the first two-thirds of 2021, the number of attacks was relatively small, and correspondingly, their rates increased, e.g., in Q3 ’21, attacks ranging from 1-10 million packets per second (mpps) increased by 196%. In Q4 ’21, the number of attacks increased and Cloudflare observed a decrease in the size of attacks. 91% of all attacks peaked below 50,000 packets per second (pps) — easily sufficient to take down unprotected Internet properties.

DDoS Attack Trends for Q4 2021

Larger attacks of over 1 mpps decreased by 48% to 28% QoQ, while attacks peaking below 50K pps increased by 2.36% QoQ.

DDoS Attack Trends for Q4 2021

Distribution by bit rate

Similar to the trend observed in packet-intensive attacks, the amount of bit-intensive attacks shrunk as well. While attacks over 1 Tbps are becoming the norm, with the largest one we’ve ever seen peak just below 2 Tbps, the majority of attacks are still small and peaked below 500 Mbps (97.2%).

DDoS Attack Trends for Q4 2021

In Q4 ’21, larger attacks of all ranges above 500 Mbps saw massive decreases ranging from 35% to 57% for the larger 100+ Gbps attacks.

DDoS Attack Trends for Q4 2021

Network-layer DDoS attacks by duration

Most attacks remain under one hour in duration, reiterating the need for automated always-on DDoS mitigation solutions.

We measure the duration of an attack by recording the difference between when it is first detected by our systems as an attack and the last packet we see with that attack signature towards that specific target. In the last quarter of 2021, 98% of all network-layer attacks lasted less than one hour. This is very common as most of the attacks are short-lived. Even more so, a trend we’ve seen is that when the number of attacks increases, as in this quarter, their rate and duration decreases.

DDoS Attack Trends for Q4 2021

Short attacks can easily go undetected, especially burst attacks that, within seconds, bombard a target with a significant number of packets, bytes, or requests. In this case, DDoS protection services that rely on manual mitigation by security analysis have no chance in mitigating the attack in time. They can only learn from it in their post-attack analysis, then deploy a new rule that filters the attack fingerprint and hope to catch it next time. Similarly, using an “on-demand” service, where the security team will redirect traffic to a DDoS provider during the attack, is also inefficient because the attack will already be over before the traffic routes to the on-demand DDoS provider.

It’s recommended that companies use automated, always-on DDoS protection services that analyze traffic and apply real-time fingerprinting fast enough to block short-lived attacks.

Attack vectors

SYN floods remain attackers’ favorite method of attack, while attacks over SNMP saw a massive surge of almost 5,800% QoQ.

An attack vector is a term used to describe the method that the attacker uses to launch their DDoS attack, i.e., the IP protocol, packet attributes such as TCP flags, flooding method, and other criteria.

For the first time in 2021, the percentage of SYN flood attacks significantly decreased. Throughout 2021, SYN floods accounted for 54% of all network-layer attacks on average. While still grabbing first place as the most frequent vector, its share dropped by 38% QoQ to 34%.

However, it was a close-run for SYN attacks and UDP attacks. A UDP flood is a type of denial-of-service attack in which a large number of User Datagram Protocol (UDP) packets are sent to a targeted server with the aim of overwhelming that device’s ability to process and respond. Oftentimes, the firewall protecting the targeted server can also become exhausted as a result of UDP flooding, resulting in a denial-of-service to legitimate traffic. Attacks over UDP jumped from fourth place in Q3 ’21 to second place in Q4 ’21, with a share of 32% of all network-layer attacks — a 1,198% increase in QoQ.

In third place came the SNMP underdog that made a massive leap with its first time 2021 appearance in the top attack vectors.

DDoS Attack Trends for Q4 2021

Emerging threats

When we look at emerging attack vectors — which helps us understand what new vectors attackers are deploying to launch attacks — we observe a massive spike in SNMP, MSSQL, and generic UDP-based DDoS attacks.

Both SNMP and MSSQL attacks are used to reflect and amplify traffic on the target by spoofing the target’s IP address as the source IP in the packets used to trigger the attack.

Simple Network Management Protocol (SNMP) is a UDP-based protocol that is often used to discover and manage network devices such as printers, switches, routers, and firewalls of a home or enterprise network on UDP well-known port 161. In an SNMP reflection attack, the attacker sends out a large number of SNMP queries while spoofing the source IP address in the packet as the targets to devices on the network that, in turn, reply to that target’s address. Numerous responses from the devices on the network results in the target network being DDoSed.

Similar to the SNMP amplification attack, the Microsoft SQL (MSSQL) attack is based on a technique that abuses the Microsoft SQL Server Resolution Protocol for the purpose of launching a reflection-based DDoS attack. The attack occurs when a Microsoft SQL Server responds to a client query or request, attempting to exploit the Microsoft SQL Server Resolution Protocol (MC-SQLR), listening on UDP port 1434.

DDoS Attack Trends for Q4 2021

Network-layer DDoS attacks by country

Attacks originating from Moldova quadrupled, making it the country with the highest percentage of network-layer DDoS activity.

When analyzing network-layer DDoS attacks, we bucket the traffic by the Cloudflare edge data center locations where the traffic was ingested, and not by the source IP. The reason for this is that, when attackers launch network-layer attacks, they can spoof the source IP address in order to obfuscate the attack source and introduce randomness into the attack properties, which can make it harder for simple DDoS protection systems to block the attack. Hence, if we were to derive the source country based on a spoofed source IP, we would get a spoofed country.

Cloudflare is able to overcome the challenges of spoofed IPs by displaying the attack data by the location of the Cloudflare data center in which the attack was observed. We are able to achieve geographical accuracy in our report because we have data centers in over 250 cities around the world.

DDoS Attack Trends for Q4 2021
DDoS Attack Trends for Q4 2021

To view all regions and countries, check out the interactive map.

Summary

Cloudflare’s mission is to help build a better Internet. A better Internet is one that is more secure, faster, and reliable for everyone — even in the face of DDoS attacks. As part of our mission, since 2017, we’ve been providing unmetered and unlimited DDoS protection for free to all of our customers. Over the years, it has become increasingly easier for attackers to launch DDoS attacks. To counter the attacker’s advantage, we want to make sure that it is also easy and free for organizations of all sizes to protect themselves against DDoS attacks of all types.

Not using Cloudflare yet? Start now.

A Brief History of the Meris Botnet

Post Syndicated from Vivek Ganti original https://blog.cloudflare.com/meris-botnet/

A Brief History of the Meris Botnet

A Brief History of the Meris Botnet

Meris first got our attention due to an exceptionally large 17.2 million requests per second (rps) DDoS attack that it launched against one of our customers. This attack, along with subsequent attacks originated by the Meris botnet, was automatically detected and mitigated by our DDoS protection systems. Cloudflare customers, even ones on the free plan, are protected against Meris attacks.

Over the past months, we’ve been tracking and analyzing the activity of the Meris botnet. Some main highlights include:

  • Meris targets approximately 50 different websites every single day with a daily average of 104 unique DDoS attacks.
  • More than 33% of all Meris DDoS attack traffic targeted China-based websites.
  • More than 12% of all websites that were attacked by Meris are operated by US-based companies.

View more Meris attack insights and trends in the interactive Radar dashboard.

So what is Meris?

Meris (Latvian for plague) is the name of an active botnet behind a series of recent DDoS attacks that have targeted thousands of websites around the world. It was originally detected in late June 2021 by QRator in joint research they conducted with Yandex. Their initial research identified 30,000 to 56,000 bots, but they estimated that the numbers are actually much higher, in the ballpark of 250,000 bots.

The Meris botnet is formed of infected routers and networking hardware manufactured by the Latvian company MikroTik. According to MikroTik’s blog, the attackers exploited a vulnerability in the router’s operating system (RouterOS) which enabled attackers to gain unauthenticated remote access to read and write arbitrary files (CVE-2018-14847).

RouterOS is the router operating system that’s used by MikroTik’s routers and the RouterBOARD hardware product family, which can also be used to turn any PC into a router. Administration of RouterOS can be done either via direct SSH connection or by using a configuration utility called WinBox. The vulnerability itself was possible due to a directory traversal vulnerability in the WinBox interface with RouterOS.

Directory traversal is a type of exploit that allows attackers to travel to the parent directories to gain access to the operating system’s file system, a method and structure of how data is stored and retrieved in the operating system. Once they gain access to the file system, attackers can then read the existing files that administer the router and write files directly into the file system to administer the routers to their botnet needs.

While the vulnerability was patched after its detection back in 2018, it’s still being exploited in compromised devices that do not use the patched RouterOS versions, or that use the default usernames and passwords. MicroTik has advised its customers to upgrade their devices’ OS version, to only allow access to the devices via secure IPsec, and to inspect for any abnormalities such as unknown SOCKS proxy settings and scripts.

To launch volumetric attacks, the botnet uses HTTP pipelining which allows it to send multiple requests over a single connection, thus increasing its total attack throughput. Furthermore, in an attempt to obfuscate the attack source, the botnet uses open SOCKS proxies to proxy their attack traffic to the target.

Cloudflare’s DDoS protection systems automatically detect and mitigate Meris attacks. One of the mitigation actions that the system can choose to use is the ‘Connection Close’ action which eliminates the risk of HTTP pipelining and helps slow down attackers. Additionally, as part of Cloudflare’s threat intelligence suite, we provide a Managed IP List of Open SOCKS Proxies that customers can use as part of their firewall rules — to block, challenge or rate-limit traffic that arrives via SOCKS proxies.

How does Meris compare to Mirai?

About five years ago, Mirai (Japanese for future) — the infamous botnet that infected hundreds of thousands of IoT devices —  launched record-breaking DDoS attacks against websites.

There have been many variants of the Mirai botnet since its source code was leaked. One version of Mirai, called Moobot, was detected last year when it attacked a Cloudflare customer with a 654 Gbps DDoS attack. Another variant recently made a resurgence when it targeted Cloudflare customers with over a dozen UDP and TCP based DDoS attacks that peaked multiple times above 1 Tbps, with a max peak of approximately 1.2 Tbps.

While Mirai infected IoT devices with low computational power, Meris is a swarm of routers that have significantly higher processing power and data transfer capabilities than IoT devices, making them much more potent in causing harm at a larger scale to web properties that are not protected by sophisticated cloud-based DDoS mitigation.

Tracking the Meris botnet attacks

Since the appearance of Meris, Cloudflare’s systems automatically detected and mitigated Meris attacks using the existing mitigation rules. During our analysis of the Meris botnet attacks, our security experts noticed the attack vectors adapt to try and bypass Cloudflare’s defenses. Needless to say, they were not successful. But we wanted to stay many steps ahead of attackers — and so our engineers deployed additional rules that mitigate Meris attacks even more comprehensively. A side effect of these mitigation rules is that it also provides us with more granular threat intelligence on the Meris attacks.

Since we deployed the new rules in early August, we’ve seen Meris launch an average of 104 DDoS attacks on Cloudflare customers every day. The highest figure we’ve seen was on September 6, when Meris was used to launch 261 unique attacks against Cloudflare customers.

A Brief History of the Meris Botnet

View the interactive graph on Cloudflare Radar.

During that same day, on September 6, attacks from Meris accounted for a record-breaking 17.5% of all L7 DDoS attacks that Cloudflare observed.

A Brief History of the Meris Botnet

View the interactive graph on Cloudflare Radar.

Overall, Meris targets about 50 different websites and applications every single day. Although the average attack peaked at 106K rps, the median attack size was actually smaller at 17.6K rps. The largest attack we’ve seen was 17.2M rps and that occurred in July. In the graph below, you can see the daily highest requests per second rate after we deployed the new rules. Since then, the largest attack we’ve seen was 16.7M rps, which took place on August 19.

A Brief History of the Meris Botnet

Meris used to target Banks, Financial Services, and Insurance companies

Over the past few months, the industry that received the most attack traffic from the Meris botnet was the Banking, Financial Services, and Insurance (BFSI) industry

A Brief History of the Meris Botnet

View the interactive graph on Cloudflare Radar.

Following the BFSI industry, the most attacked industries were the Publishing, Gaming/Gambling, and IT Services industries. And while BFSI was the number one most attacked industry when considering the Meris DDoS activity rate, it only came in fourth place when considering the percentage of targeted websites.

In terms of the percentage of targeted websites, the Computer Software industry came in first place. Almost 4% of all impacted websites were of Computer Software companies protected by Cloudflare, followed by Gaming/Gambling and IT Services with 3% and 2%, respectively.

A Brief History of the Meris Botnet

View the interactive graph on Cloudflare Radar.

Attacks on industries over time

Besides the total breakdowns shown above, we can also view the top industries the botnet attacked over time to understand the changing trends. These trends may be tied to political events, new video game releases, sporting events, or any other global or local public interest events.

Off the top, we can already see the two largest peaks on August 9 and August 29 — mainly on the Computer Software, Gaming/Gambling, and IT industries. Another interesting peak occurred on August 14 against Cryptocurrency providers.

In late August, the botnet was pointed against gambling and casino websites, generating attacks at rates of hundreds of thousands to millions of requests per second. A second significant wave against the same industry was launched in early September.

A Brief History of the Meris Botnet

View the interactive graph on Cloudflare Radar.

Meris targets websites in China, Australia, and US

Similarly to the analysis of the top industries, we can calculate the Meris DDoS activity rate per target country to identify which countries came under the most attacks. In total, China-based companies saw the largest amount of DDoS attacks. More than 33% of all requests generated by Meris were destined for China-based companies that are protected by Cloudflare. Australia came in second place, and the US in third.

A Brief History of the Meris Botnet

View the interactive graph on Cloudflare Radar.

On the other hand, when we look at the number of websites that were targeted by Meris, the US came in first place. More than 12% of all websites that were targeted by Meris are operated by US-based companies. China came in second place with 5.6% and Russia in third with 4.4%.

A Brief History of the Meris Botnet

View the interactive graph on Cloudflare Radar.

Attacks on countries over time

Over time, we can see how the attacks on the top countries change. Similarly to the per-industry breakdown, we can also see two large peaks. The first one occurred on the same spike as the per-industry breakdown on August 9. However, the second one here occurred on September 1.

A Brief History of the Meris Botnet

View the interactive graph on Cloudflare Radar.

Location of the Meris bots

Although only tens of thousands of bots have been detected per attack, it is estimated that there are roughly 250,000 bots worldwide. As indicated above, the botnet is formed of MikroTik routers. Using the source IP address of the routers, we’re able to identify the origin country of the bots to paint a geographical representation of the bots’ presence and growth over time.

The change in the location of the bots doesn’t necessarily indicate that the botnet is growing or shrinking. It could also be that different bot groups are activated from time to time to spread the load of the attacks while attempting not to get caught.

At the beginning of August, the majority of the bots were located in Brazil. But by the end of August, that number plummeted to a single digit percentage close to zero. Meanwhile, the number of infected devices grew in the United States. From the beginning of September, the number of bots was significantly higher in the US, Russia, India, Indonesia, and China.

View the interactive graph on Cloudflare Radar.

Cloudflare protects against Meris attacks

Cloudflare operates autonomous DDoS protection systems that automatically detect and mitigate DDoS attacks of all types, including attacks launched by Meris and Mirai. These systems are also customizable, and Cloudflare customers can tweak and tune their DDoS protection settings as needed with the HTTP DDoS Managed Ruleset and the L3/4 DDoS Managed Ruleset.

DDoS Attack Trends for Q3 2021

Post Syndicated from Vivek Ganti original https://blog.cloudflare.com/ddos-attack-trends-for-2021-q3/

DDoS Attack Trends for Q3 2021

DDoS Attack Trends for Q3 2021

The third quarter of 2021 was a busy quarter for DDoS attackers. Cloudflare observed and mitigated record-setting HTTP DDoS attacks, terabit-strong network-layer attacks, one of the largest botnets ever deployed (Meris), and more recently, ransom DDoS attacks on voice over IP (VoIP) service providers and their network infrastructure around the world.

Here’s a summary of the trends observed in Q3 ‘21:

Application-layer (L7) DDoS attack trends:

  • For the second consecutive quarter in 2021, US-based companies were the most targeted in the world.
  • For the first time in 2021, attacks on UK-based and Canada-based companies skyrocketed, making them the second and third most targeted countries, respectively.
  • Attacks on Computer Software, Gaming/ Gambling, IT, and Internet companies increased by an average of 573% compared to the previous quarter.
  • Meris, one of the most powerful botnets in history, aided in launching DDoS campaigns across various industries and countries. You can read more on that here.

Network-layer (L3/4) DDoS attack trends:

  • DDoS attacks increased by 44% worldwide compared to the previous quarter.
  • The Middle East and Africa recorded the largest average attack increase of approximately 80%.
  • Morocco recorded the highest DDoS activity in the third quarter globally — three out of every 100 packets were part of a DDoS attack.
  • While SYN and RST attacks remain the dominant attack method used by attackers, Cloudflare observed a surge in DTLS amplification attacks — recording a 3,549% increase QoQ.
  • Attackers targeted (and continue to target going into the fourth quarter this year) VoIP service providers with massive DDoS attack campaigns in attempts to bring SIP infrastructure down.

Note on avoiding data biases: When we analyze attack trends, we calculate the “DDoS activity” rate, which is the percentage of attack traffic of the total traffic (attack + clean). When reporting application- and network-layer DDoS attack trends, we use this metric, which allows us to normalize the data points and avoid biases toward, for example, a larger Cloudflare data center that naturally handles more traffic and therefore also, possibly, more attacks compared to a smaller Cloudflare data center located elsewhere.

Application-layer DDoS attacks

Application-layer DDoS attacks, specifically HTTP DDoS attacks, are attacks that usually aim to disrupt a web server by making it unable to process legitimate user requests. If a server is bombarded with more requests than it can process, the server will drop legitimate requests and — in some cases — crash, resulting in degraded performance or an outage for legitimate users.

Q3 ‘21 was the quarter of Meris — one of the most powerful botnets deployed to launch some of the largest HTTP DDoS attacks in history.

This past quarter, we observed one of the largest recorded HTTP attacks — 17.2M rps (requests per second) — targeting a customer in the financial services industry. One of the most powerful botnets ever observed, called Meris, is known to be deployed in launching these attacks.

Meris (Latvian for plague) is a botnet behind recent DDoS attacks that have targeted networks or organizations around the world. The Meris botnet infected routers and other networking equipment manufactured by the Latvian company MikroTik. According to MikroTik’s blog, a vulnerability in the MikroTik RouterOS (that was patched after its detection back in 2018) was exploited in still unpatched devices to build a botnet and launch coordinated DDoS attacks by bad actors.

Similar to the Mirai botnet of 2016, Meris is one of the most powerful botnets recorded. While Mirai infected IoT devices with low computational power such as smart cameras, Meris is a growing swarm of networking infrastructure (such as routers and switches) with significantly higher processing power and data transfer capabilities than IoT devices — making them much more potent in causing harm at a larger scale. Be that as it may, Meris is an example of how the attack volume doesn’t necessarily guarantee damage to the target. As far as we know, Meris, despite its strength, was not able to cause significant impact or Internet outages. On the other hand, by tactically targeting the DYN DNS service in 2016, Mirai succeeded in causing significant Internet disruptions.

Application-layer DDoS attacks by industry

The tech and gaming industries were the most targeted industries in Q3 ‘21.

When we break down the application-layer attacks targeted by industry, Computer Software companies topped the charts. The Gaming/Gambling industry, also known to be regular targets of online attacks, was a close second, followed by the Internet and IT industries.

DDoS Attack Trends for Q3 2021

Application-layer DDoS attacks by source country

To understand the origin of the HTTP attacks, we look at the geolocation of the source IP address belonging to the client that generated the attack HTTP requests. Unlike network-layer attacks, source IPs cannot be spoofed in HTTP attacks. A high DDoS activity rate in a given country usually indicates the presence of botnets operating from within.

In the third quarter of 2021, most attacks originated from devices/servers in China, the United States, and India. While China remains in first place, the number of attacks originating from Chinese IPs actually decreased by 30% compared to the previous quarter. Almost one out of every 200 HTTP requests that originated from China was part of an HTTP DDoS attack.

Additionally, attacks from Brazil and Germany shrank by 38% compared to the previous quarter. Attacks originating from the US and Malaysia reduced by 40% and 45%, respectively.

DDoS Attack Trends for Q3 2021

Application-layer DDoS attacks by target country

In order to identify which countries are targeted the most by L7 attacks, we break down the DDoS activity by our customers’ billing countries.

For the second consecutive time this year, organizations in the United States were targeted the most by L7 DDoS attacks in the world, followed by those in the UK and Canada.

DDoS Attack Trends for Q3 2021

Network-layer DDoS attacks

While application-layer attacks target the application (Layer 7 of the OSI model) running the service that end users are trying to access, network-layer attacks aim to overwhelm network infrastructure (such as in-line routers and servers) and the Internet link itself.

Mirai-variant botnet strikes with a force of 1.2 Tbps.

Q3 ‘21 was also the quarter when the infamous Mirai made a resurgence. A Mirai-variant botnet launched over a dozen UDP- and TCP-based DDoS attacks that peaked multiple times above 1 Tbps, with a max peak of approximately 1.2 Tbps. These network-layer attacks targeted Cloudflare customers on the Magic Transit and Spectrum services. One of these targets was a major APAC-based Internet services, telecommunications, and hosting provider and the other was a gaming company. In all cases, the attacks were automatically detected and mitigated without human intervention.

Network-layer DDoS attacks by month

September was, by far, the busiest month for attackers this year.

Q3 ‘21 accounted for more than 38% of all attacks this year. September was the busiest month for attackers so far in 2021 — accounting for over 16% of all attacks this year.

DDoS Attack Trends for Q3 2021

Network-layer DDoS attacks by attack rate

Most attacks are ‘small’ in size, but the number of larger attacks continues to rise.

There are different ways of measuring the size of a L3/4 DDoS attack. One is the volume of traffic it delivers, measured as the bit rate (specifically, terabits per second or gigabits per second). Another is the number of packets it delivers, measured as the packet rate (specifically, millions of packets per second).

Attacks with high bit rates attempt to cause a denial-of-service event by clogging the Internet link, while attacks with high packet rates attempt to overwhelm the servers, routers, or other in-line hardware appliances. Appliances dedicate a certain amount of memory and computation power to process each packet. Therefore, by bombarding it with many packets, the appliance can be left with no further processing resources. In such a case, packets are “dropped,” i.e., the appliance is unable to process them. For users, this results in service disruptions and denial of service.

The distribution of attacks by their size (in bit rate) and month is shown below. Interestingly enough, all attacks over 400 Gbps took place in August, including some of the largest attacks we have seen; multiple attacks peaked above 1 Tbps and reached as high as 1.2 Tbps.

DDoS Attack Trends for Q3 2021

Packet rate
As seen in previous quarters, the majority of attacks observed in Q3 ‘21 were relatively small in size — nearly 89% of all attacks peaked below 50K packets per second (pps). While a majority of attacks are smaller in size, we observed that the number of larger attacks is increasing QoQ — attacks that peaked above 10M pps increased by 142% QoQ.

DDoS Attack Trends for Q3 2021

Attacks of packet rates ranging from 1-10 million packets per second increased by 196% compared to the previous quarter. This trend is similar to what we observed the last quarter as well, suggesting that larger attacks are increasing.

DDoS Attack Trends for Q3 2021

Bit rate
From the bit rate perspective, a similar trend was observed — a total of 95.4% of all attacks peaked below 500 Mbps.

DDoS Attack Trends for Q3 2021

QoQ data shows that the number of attacks of sizes ranging from 500 Mbps to 10 Gbps saw massive increases of 126% to 289% compared to the previous quarter. Attacks over 100 Gbps decreased by nearly 14%.

The number of larger bitrate attacks increased QoQ (with the one exception being attacks over 100 Gbps, which decreased by nearly 14% QoQ). In particular, attacks ranging from 500 Mbps to 1 Gbps saw a surge of 289% QoQ and those ranging from 1 Gbps to 100 Gbps surged by 126%.

This trend once again illustrates that, while (in general) a majority of the attacks are indeed smaller, the number of “larger” attacks is increasing. This suggests that more attackers are garnering more resources to launch larger attacks.

DDoS Attack Trends for Q3 2021

Network-layer DDoS attacks by duration

Most attacks remain under one hour in duration, reiterating the need for automated always-on DDoS mitigation solutions.

We measure the duration of an attack by recording the difference between when it is first detected by our systems as an attack and the last packet we see with that attack signature. As in previous quarters, most of the attacks are short-lived. To be specific, 94.4% of all DDoS attacks lasted less than an hour. On the other end of the axis, attacks over 6 hours accounted for less than 0.4% in Q3 ‘21, and we did see a QoQ increase of 165% in attacks ranging 1-2 hours. Be that as it may, a longer attack does not necessarily mean a more dangerous one.

DDoS Attack Trends for Q3 2021

Short attacks can easily go undetected, especially burst attacks that, within seconds, bombard a target with a significant number of packets, bytes, or requests. In this case, DDoS protection services that rely on manual mitigation by security analysis have no chance in mitigating the attack in time. They can only learn from it in their post-attack analysis, then deploy a new rule that filters the attack fingerprint and hope to catch it next time. Similarly, using an “on-demand” service, where the security team will redirect traffic to a DDoS provider during the attack, is also inefficient because the attack will already be over before the traffic routes to the on-demand DDoS provider.

Cloudflare recommends that companies use automated, always-on DDoS protection services that analyze traffic and apply real-time fingerprinting fast enough to block the short-lived attacks. Cloudflare analyzes traffic out-of-path, ensuring that DDoS mitigation does not add any latency to legitimate traffic, even in always-on deployments. Once an attack is identified, our autonomous edge DDoS protection system (dosd) generates and applies a dynamically crafted rule with a real-time signature. Pre-configured firewall rules comprising allow/deny lists for known traffic patterns take effect immediately.

Attack vectors

SYN floods remain attackers’ favorite method of attack, while attacks over DTLS saw a massive surge — 3,549% QoQ.

An attack vector is the term used to describe the method that the attacker utilizes in their attempt to cause a denial-of-service event.

As observed in previous quarters, attacks utilizing SYN floods remain the most popular method used by attackers.

A SYN flood attack is a DDoS attack that works by exploiting the very foundation of the TCP protocol — the stateful TCP connection between a client and a server as a part of the 3-way TCP handshake. As a part of the TCP handshake, the client sends an initial connection request packet with a synchronize flag (SYN). The server responds with a packet that contains a synchronized acknowledgment flag (SYN-ACK). Finally, the client responds with an acknowledgment (ACK) packet. At this point, a connection is established and data can be exchanged until the connection is closed. This stateful process can be abused by attackers to cause denial-of-service events.

By repeatedly sending SYN packets, the attacker attempts to overwhelm a server or the router’s connection table that tracks the state of TCP connections. The server replies with a SYN-ACK packet, allocates a certain amount of memory for each given connection, and falsely waits for the client to respond with the final ACK. Given a sufficient number of connections occupying the server’s memory, the server is unable to allocate further memory for legitimate clients, causing the server to crash or preventing it from handling legitimate client connections, i.e., a denial-of-service event.

More than half of all attacks observed over our network were SYN floods. This was followed by RST, ACK, and UDP floods.

DDoS Attack Trends for Q3 2021

Emerging threats

While SYN and RST floods remain popular overall, when we look at emerging attack vectors — which helps us understand what new vectors attackers are deploying to launch attacks — we observed a massive spike in DTLS amplification attacks. DTLS floods increased by 3,549% QoQ.

Datagram Transport Layer Security (DTLS) is a protocol similar to Transport Layer Security (TLS) designed to provide similar security guarantees to connectionless datagram-based applications to prevent message forgery, eavesdropping, or tampering. DTLS, being connectionless, is specifically useful for establishing VPN connections, without the TCP meltdown problem. The application is responsible for reordering and other connection properties.

Just as with most UDP-based protocols, DTLS is spoofable and being used by attackers to generate reflection amplification attacks to overwhelm network gateways.

DDoS Attack Trends for Q3 2021

Network-layer DDoS attacks by country

While Morocco topped the charts in terms of the highest network attack rate observed, Asian countries closely followed.

When analyzing network-layer DDoS attacks, we bucket the traffic by the Cloudflare edge data center locations where the traffic was ingested, and not by the source IP. The reason for this is that, when attackers launch network-layer attacks, they can spoof the source IP address in order to obfuscate the attack source and introduce randomness into the attack properties, which may make it harder for simple DDoS protection systems to block the attack. Hence, if we were to derive the source country based on a spoofed source IP, we would get a spoofed country.

Cloudflare is able to overcome the challenges of spoofed IPs by displaying the attack data by the location of the Cloudflare data center in which the attack was observed. We are able to achieve geographical accuracy in our report because we have data centers in over 250 cities around the world.

Worldwide

DDoS Attack Trends for Q3 2021

To view all regions and countries, check out the Radar DDoS Report dashboard’s interactive map.

A note on recent attacks on voice over-IP service providers — and ransom DDoS attacks

DDoS Attack Trends for Q3 2021

We recently reported and provided an update on the surge in DDoS attacks on VoIP service providers — some of who have also received ransom threats. As of early Q4 ‘21, this attack campaign is still ongoing and current. At Cloudflare, we continue to onboard VoIP service providers and shield their applications and networks against attacks.

HTTP attacks against API gateways and the corporate websites of the providers have been combined with network-layer and transport-layer attacks against VoIP infrastructures.

Examples include:

  1. TCP floods targeting stateful firewalls: These are being used in “trial-and-error” type attacks. They are not very effective against telephony infrastructure specifically (because it is mostly UDP) but very effective at overwhelming stateful firewalls.
  2. UDP floods targeting SIP infrastructure: Floods of UDP traffic that have no well-known fingerprint, aimed at critical VoIP services. Generic floods like this may look like legitimate traffic to unsophisticated filtering systems.
  3. UDP reflection targeting SIP infrastructure: These methods, when targeted at SIP or RTP services, can easily overwhelm Session Border Controllers (SBCs) and other telephony infrastructure. The attacker seems to learn enough about the target’s infrastructure to target such services with high precision.
  4. SIP protocol-specific attacks: Attacks at the application layer are of particular concern because of the higher resource cost of generating application errors versus filtering on network devices.

Organizations also continue to receive ransom notes that threaten attacks in exchange for bitcoin. Ransomware and ransom DDoS attacks, for the fourth consecutive quarter, continue to be a germane threat to organizations all over the world.

Cloudflare products close off several threat vectors that can lead to a ransomware infection and ransom DDoS attacks:

  • Cloudflare DNS filtering blocks unsafe websites.
  • Cloudflare Browser Isolation prevents drive-by downloads and other browser-based attacks.
  • A Zero Trust architecture can help prevent ransomware from spreading within a network.
  • Magic Transit protects organizations’ networks against DDoS attacks using BGP route redistribution — without impacting latency.

Helping build a better Internet

Cloudflare was founded on the mission to help build a better Internet. And part of that mission is to build an Internet where the impact of DDoS attacks is a thing of the past. Over the last 10 years, we have been unwavering in our efforts to protect our customers’ Internet properties from DDoS attacks of any size or kind. In 2017, we announced unmetered DDoS protection for free — as part of every Cloudflare service and plan, including the Free plan — to make sure every organization can stay protected and available. Organizations big and small have joined Cloudflare over the past several years to ensure their websites, applications, and networks are secure from DDoS attacks, and remain fast and reliable.

But cyberattacks come in various forms, not just DDoS attacks. Malicious bots, ransomware attacks, email phishing, and VPN / remote access hacks are some many attacks that continue to plague organizations of all sizes globally. These attacks target websites, APIs, applications, and entire networks — which form the lifeblood of any online business. That is why the Cloudflare security portfolio accounts for everything and everyone connected to the Internet.

To learn more about Cloudflare DDoS or our network services, create an account or reach out to us.

Update on recent VoIP attacks: What should I do if I’m attacked?

Post Syndicated from Omer Yoachimik original https://blog.cloudflare.com/update-on-voip-attacks/

Update on recent VoIP attacks: What should I do if I’m attacked?

Update on recent VoIP attacks: What should I do if I’m attacked?

Attackers continue targeting VoIP infrastructure around the world. In our blog from last week, May I ask who’s calling, please? A recent rise in VoIP DDoS attacks, we reviewed how the SIP protocol works, ways it can be abused, and how Cloudflare can help protect against attacks on VoIP infrastructure without impacting performance.

Cloudflare’s network stands in front of some of the largest, most performance-sensitive voice and video providers in the world, and is uniquely well suited to mitigating attacks on VoIP providers.

Because of the sustained attacks we are observing, we are sharing details on recent attack patterns, what steps they should take before an attack, and what to do after an attack has taken place.

Below are three of the most common questions we’ve received from companies concerned about attacks on their VoIP systems, and Cloudflare’s answers.

Question #1: How is VoIP infrastructure being attacked?

The attackers primarily use off-the-shelf booter services to launch attacks against VoIP infrastructure. The attack methods being used are not novel, but the persistence of the attacker and their attempts to understand the target’s infrastructure are.

Attackers have used various attack vectors to probe the existing defenses of targets and try to infiltrate any existing defenses to disrupt VoIP services offered by certain providers. In some cases, they have been successful. HTTP attacks against API gateways and the corporate websites of the providers have been combined with network-layer and transport-layer attack against VoIP infrastructures. Examples:

  1. TCP floods targeting stateful firewalls
    These are being used in “trial-and-error” type attacks. They are not very effective against telephony infrastructure specifically (because it’s mostly UDP) but very effective at overwhelming stateful firewalls.
  2. UDP floods targeting SIP infrastructure
    Floods of UDP traffic that have no well-known fingerprint, aimed at critical VoIP services. Generic floods like this may look like legitimate traffic to unsophisticated filtering systems.
  3. UDP reflection targeting SIP infrastructure
    These methods, when targeted at SIP or RTP services, can easily overwhelm Session Border Controllers (SBCs) and other telephony infrastructure. The attacker seems to learn enough about the target’s infrastructure to target such services with high precision.
  4. SIP protocol-specific attacks
    Attacks at the application layer are of particular concern because of the higher resource cost of generating application errors vs filtering on network devices.

Question #2: How should I prepare my organization in case our VoIP infrastructure is targeted?

  1. Deploy an always-on DDoS mitigation service
    Cloudflare recommends the deployment of always-on network level protection, like Cloudflare Magic Transit, prior to your organization being attacked.

    Do not rely on reactive on-demand SOC-based DDoS Protection services that require humans to analyze attack traffic — they take too long to respond. Instead, onboard to a cloud service that has sufficient network capacity and automated DDoS mitigation systems.

    Cloudflare has effective mitigations in place for the attacks seen against VoIP infrastructure, including for sophisticated TCP floods and SIP specific attacks.

  2. Enforce a positive security model
    Block TCP on IP/port ranges that are not expected to receive TCP, instead of relying on on-premise firewalls that can be overwhelmed. Block network probing attempts (e.g. ICMP) and other packets that you don’t normally expect to see.
  3. Build custom mitigation strategies
    Work together with your DDoS protection vendor to tailor mitigation strategies to your workload. Every network is different, and each poses unique challenges when integrating with DDoS mitigation systems.
  4. Educate your employees
    Train all of your employees to be on the lookout for ransom demands. Check email, support tickets, form submissions, and even server access logs. Ensure employees know to immediately report ransom demands to your Security Incident Response team.

Question #3: What should I do if I receive a ransom/threat?

  1. Do not to pay the ransom
    Paying the ransom only encourages bad actors—and there’s no guarantee that they won’t attack your network now or later.
  2. Notify Cloudflare
    We can help ensure your website and network infrastructure are safeguarded against these attacks.
  3. Notify local law enforcement
    They will also likely request a copy of the ransom letter that you received.

Cloudflare is here to help

With over 100 Tbps of network capacity, a network architecture that efficiently filters traffic close to the source, and a physical presence in over 250 cities, Cloudflare can help protect critical VoIP infrastructure without impacting latency, jitter, and call quality. Test results demonstrate a performance improvement of 36% on average across the globe for a real customer network using Cloudflare Magic Transit.

Some of the largest voice and video providers in the world rely on Cloudflare to protect their networks and ensure their services remain online and fast. We stand ready to help.

Talk to a Cloudflare specialist to learn more.
Under attack? Contact our hotline to speak with someone immediately.

DDoS attack trends for 2021 Q2

Post Syndicated from Vivek Ganti original https://blog.cloudflare.com/ddos-attack-trends-for-2021-q2/

DDoS attack trends for 2021 Q2

DDoS attack trends for 2021 Q2

Recent weeks have witnessed massive ransomware and ransom DDoS (Distributed Denial of Service) attack campaigns that interrupted aspects of critical infrastructure around the world, including one of the largest petroleum pipeline system operators, and one of the world’s biggest meat processing companies. Earlier this quarter, more than 200 organizations across Belgium, including the government and parliament websites and other services, were also DDoS’d.

And when most of the United States were celebrating Independence Day on July 4, hundreds of US companies were hit by a ransomware attack demanding 70 million USD in Bitcoin. Attackers known to be affiliated with REvil, a Russian ransomware group, exploited multiple previously unknown vulnerabilities in IT management software. The targets included schools, small public-sector bodies, travel and leisure organizations, and credit unions, to name a few. While the threat of ransomware and ransom DDoS is not new (read our posts on ransomware and ransom DDoS from 2021 Q1), the latest attacks on Internet properties ranging from wineries, professional sports teams, ferry services and hospitals has brought them from just being background noise to front page headlines affecting our day-to-day lives. In fact, recent attacks have propelled ransomware and DDoS to the top of US President Biden’s national security agenda.

The DDoS attack trends observed over Cloudflare’s network in 2021 Q2 paint a picture that reflects the overall global cyber threat landscape. Here are some highlights.

  • Over 11% of our surveyed customers who were targeted by a DDoS attack reported receiving a threat or ransom letter threatening in advance, in the first six months of this year. Emergency onboarding of customers under an active DDoS attack increased by 41.8% in 2021 H1 compared to 2020 H2.
  • HTTP DDoS attacks targeting government administration/public sector websites increased by 491%, making it the second most targeted industry after Consumer Services whose DDoS activity increased by 684% QoQ.
  • China remains the country with the most DDoS activity originating from within their borders — 7 out of every 1,000 HTTP requests originating from China were part of an HTTP DDoS attack targeting websites, and more than 3 out of every 100 bytes that were ingested in our data centers in China were part of a network-layer DDoS attack.
  • Emerging threats included amplification DDoS attacks that abused the Quote of the Day (QOTD) protocol which increased by 123% QoQ. Additionally, as the adoption of QUIC protocol continues to increase, so do attacks over QUIC — registering a whopping 109% QoQ surge in 2021 Q2.
    The number of network-layer DDoS attacks in the range of 10-100 Gbps increased by 21.4% QoQ. One customer that was attacked is Hypixel, an American gaming company. Hypixel remained online with no downtime and no performance penalties to their gamer users, even when under an active DDoS attack campaign larger than 620 Gbps. Read their story here.

To view all DDoS attack insights across all regions and industries worldwide, visit Cloudflare’s interactive Radar DDoS dashboard.

Application-layer DDoS attacks

Application-layer DDoS attacks, specifically HTTP DDoS attacks, are attacks that usually aim to disrupt an HTTP server by making it unable to process legitimate user requests. If a server is bombarded with more requests than it can process, the server will drop legitimate requests or even crash resulting in performance penalties or a denial of service event for legitimate users.

DDoS attack trends for 2021 Q2

DDoS activity per market industry

When we analyze attacks, we calculate the ‘DDoS activity’ rate, which is the percentage of attack traffic out of the total traffic (attack + clean). This allows us to normalize the data points and avoid biases towards, for example, a larger data center that naturally handles more traffic and therefore also more attacks.

In 2021 Q2, Consumer Services was the most targeted industry followed by Government Administration and Marketing & Advertising.

DDoS attack trends for 2021 Q2

DDoS activity per source country

To understand the origin of the HTTP attacks we observed over Cloudflare’s network, we look at the source IP address of the client generating the attack HTTP requests. Unlike network-layer attacks, source IPs cannot be spoofed in HTTP attacks. A high DDoS activity rate in a given country indicates large botnets operating from within.

China and the US remain in the first and second places, respectively, regarding the percentage of DDoS activity originating from within their territories. In China, more than 7 out of every 1,000 HTTP requests were part of an HTTP DDoS attack, while in the US almost 5 out of 1,000 HTTP requests were part of an attack.

DDoS attack trends for 2021 Q2

DDoS activity per target country

In order to identify which countries the targets of the DDoS attacks resided in, we break down the DDoS activity by our customers’ billing countries. Note that Cloudflare does not charge for attack traffic and has pioneered providing unmetered and unlimited DDoS protection since 2017. By cross-referencing the attack data with our customers’ billing country, we can identify which countries were attacked the most.

Data observed in 2021 Q2 suggest that organizations in the US and China were the most targeted by HTTP DDoS attacks. In fact, one out of every 200 HTTP requests destined to US-based organizations was part of a DDoS attack.

DDoS attack trends for 2021 Q2

Network-layer DDoS attacks

While application-layer attacks strike the application (Layer 7 of the OSI model) running the service end users are trying to access, network-layer attacks target network infrastructure (such as in-line routers and other network servers) and the Internet link itself.

DDoS attack trends for 2021 Q2
The chart above shows the distribution of network-layer DDoS attacks in 2021 Q2.

Distribution of attacks by size (packet rate and bit rate)

There are different ways of measuring the size of a L3/4 DDoS attack. One is the volume of traffic it delivers, measured as the bit rate (specifically, gigabits-per-second). Another is the number of packets it delivers, measured as the packet rate (specifically, packets-per-second). Attacks with high bit rates attempt to saturate the Internet link, while attacks with high packet rates attempt to overwhelm the servers, routers or other in-line hardware appliances.

The distribution of attacks by their size (in bit rate) and month is shown below. As observed in the chart, all attacks over 300 Gbps were observed in the month of June.

DDoS attack trends for 2021 Q2

In terms of bit rate, attacks under 500 Mbps constituted a majority of all DDoS attacks observed in 2021 Q2.

DDoS attack trends for 2021 Q2

Similarly, looking from the lens of packet rate, nearly 94% of attacks were under 50K pps. Even though attacks from 1-10M pps constituted only 1% of all DDoS attacks observed, this number is 27.5% higher than that observed in the previous quarter, suggesting that larger attacks are not diminishing either — but rather increasing.

DDoS attack trends for 2021 Q2
DDoS attack trends for 2021 Q2

Note that while attacks under 500 Mbps and 50K pps might seem ‘small’ compared to other headline-making large attacks, they are often sufficient to create major disruptions for Internet properties that are not protected by an always-on, automated cloud-based DDoS protection service. Moreso, many organisations have uplinks provided by their service providers with a bandwidth capacity smaller than 1 Gbps. Assuming their public-facing network interface also serves legitimate traffic, DDoS attacks smaller than 500 Mbps are often capable of taking down exposed Internet properties.

Distribution by attack duration

Cloudflare continues to see a large percentage of DDoS attacks that last under an hour. In Q2, over 97% of all DDoS attacks lasted less than an hour.

Short burst attacks may attempt to cause damage without being detected by DDoS detection systems. DDoS services that rely on manual analysis and mitigation may prove to be useless against these types of attacks because they are over before the analyst even identifies the attack traffic.

DDoS attack trends for 2021 Q2

Alternatively, the use of short attacks may be used to probe the cyber defenses of the target. Load-testing tools and automated DDoS tools, that are widely available on the dark web, can generate short bursts of a SYN flood, for example, and then follow up with another short attack using a different attack vector. This allows attackers to understand the security posture of their targets before they decide to launch larger attacks at larger rates and longer durations — which come at a cost.

In other cases, attackers generate small DDoS attacks as proof and warning to the target organization of the attacker’s ability to cause real damage later on. It’s often followed by a ransom email to the target organization, demanding payment to avoid suffering an attack that could more thoroughly cripple network infrastructure.

This highlights the need for an always on, automated DDoS protection approach. DDoS protection services that rely on manual re-routing, analysis and mitigation may prove to be useless against these types of attacks because they are over before the analyst can even identify the attack traffic.

Distribution of attacks by attack vectors

An attack vector is the term used to describe the method that the attacker utilizes in their attempt to cause a denial of service event.

As observed in previous quarters, attacks utilizing SYN floods and UDP-based protocols remain the most popular methods by attackers.

DDoS attack trends for 2021 Q2

What is a SYN flood attack? It’s a DDoS attack that exploits the very foundation of the TCP protocol. A stateful TCP connection between a client and a server begins with a 3-way TCP handshake. The client sends an initial connection request packet with a synchronize flag (SYN). The server responds with a packet that contains a synchronized acknowledgment flag (SYN-ACK). Finally, the client responds with an acknowledgment (ACK) packet. At this point, a connection is established and data can be exchanged until the connection is closed. This stateful process can be abused by attackers to cause denial of service events.

By repeatedly sending SYN packets, the attacker attempts to overwhelm a server or the router’s connection table that tracks the state of TCP connections. The router replies with a SYN-ACK packet, allocates a certain amount of memory for each given connection, and falsely waits for the client to respond with the final ACK. Given a sufficient number of connections occupying the router’s memory, the router is unable to allocate further memory for legitimate clients, causing the router to crash or preventing it from handling legitimate client connections, i.e., a denial of service event.

Emerging threats

Emerging threats included amplification DDoS attacks that abuse the Quote of the Day (QOTD) service which increased by 123% QoQ. QOTD was defined in RFC-865 (1983) and can be sent over either the UDP or TCP protocols. It was originally designed for debugging and as a measurement tool, with no specific syntax for the quote. The RFC does however recommend the use of ASCII characters and to limit the length to 512 characters.

Furthermore, we’ve seen a 107% increase QoQ in UDP Portmap and Echo attacks — all of which are really old attack vectors. This may indicate attackers digging up old methods and attack tools to try and overcome protection systems.
As we’ve seen in previous quarters, the adoption of the QUIC protocol continues to increase. Consequently, so do attacks over QUIC, or more specifically floods and amplification attacks of non-QUIC traffic in places where we’d expect to see QUIC traffic. In 2021 Q2, these types of attacks increased by 109% QoQ. This continued trend may indicate that attackers are attempting to abuse the QUIC-designated ports and gateways into organizations’ networks — searching for vulnerabilities and security holes.

DDoS attack trends for 2021 Q2

DDoS activity by Cloudflare data center country

In 2021 Q2, our data center in Haiti observed the largest percentage of network-layer DDoS attack traffic, followed by Brunei (almost 3 out of every 100 packets were part of an attack) and China.

Note that when analyzing network-layer DDoS attacks, we bucket the traffic by the Cloudflare edge data center locations where the traffic was ingested, and not by the source IP. The reason for this is that, when attackers launch network-layer attacks, they can spoof the source IP address in order to obfuscate the attack source and introduce randomness into the attack properties, which may make it harder for simple DDoS protection systems to block the attack. Hence, if we were to derive the source country based on a spoofed source IP, we would get a spoofed country. Cloudflare is able to overcome the challenges of spoofed IPs by displaying the attack data by the location of Cloudflare’s data center in which the attack was observed. We’re able to achieve geographical accuracy in our report because we have data centers in over 200 cities around the world.

DDoS attack trends for 2021 Q2
DDoS attack trends for 2021 Q2

To view all regions and countries, check out the Radar DDoS Report dashboard’s interactive map.

A note on ransomware and ransom DDoS — a growing global threat

The last few weeks have seen a resurgence of ransom-driven cyber threats: ransomware and ransom DDoS (RDDoS).

So what is ransomware and ransom DDoS, and how are they different?

Ransomware is malicious software that encrypts an organization’s systems and databases, rendering them inaccessible and unusable. Malware is usually introduced into an organization’s systems via phishing emails — tricking employees to click on a link or download a file. Once the malware is installed on the employee’s device, it encrypts the device and can propagate to the entire network of the organization’s servers and employee devices. The attacker will demand money, usually in the form of Bitcoin, in exchange for decrypting the organization’s systems and granting them access back to their systems.

Unlike a ransomware attack, a ransom DDoS attack does not encrypt a company’s systems; it aims to knock them offline if the ransom is not paid. What makes ransom DDoS attacks even more dangerous is that they do not require the attacker to gain access to a business’s internal systems to execute the attack. However, with a strong DDoS protection strategy in place, a ransom DDoS attack has little to no effect on businesses.

Ransomware and ransom DDoS threats are impacting most industries across the globe — the financial industry, transportation, oil and gas, consumer goods, and even education and healthcare.

Entities claiming to be ‘Fancy Lazarus’, ‘Fancy Bear’, ‘Lazarus Group’, and ‘REvil’ are once again launching ransomware and ransom-DDoS attacks against organizations’ websites and network infrastructure unless a ransom is paid before a given deadline. In the case of DDoS threats, prior to the ransom note, a small DDoS attack is usually launched as a form of demonstration. The demonstration attack is typically over UDP, lasting roughly 30-120 minutes.

The ransom note is typically sent to the common group email aliases of the company that are publicly available online such as noc@, support@, help@, legal@, abuse@, etc. In several cases, it has ended up in spam. In other cases, we’ve seen employees disregard the ransom note as spam, increasing the organization’s response time which resulted in further damage to their online properties.

Cloudflare’s recommendation for organizations that receive a threat or ransom note:

  1. Do not panic, and we recommend you do not pay the ransom: Paying ransom only encourages and funds bad actors. There’s also no guarantee that you won’t be attacked again anyway.
  2. Contact local law enforcement: Be ready to provide a copy of the ransom letter you received and any other logs or packet captures.
  3. Activate an effective DDoS protection strategy: Cloud-based DDoS protection can be quickly onboarded in the event of an active threat, and with a team of security experts on your side, risks can be mitigated quickly and effectively.

Here’s a short video by Cloudflare CTO, John Graham-Cumming addressing the threat of ransom DDoS attacks.

Cloudflare protects Hypixel against a massive DDoS attack campaign

At Cloudflare, our teams have been exceptionally busy this past quarter rapidly onboarding (onto our Magic Transit service) a multitude of new and existing customers that have either received a ransom letter or were under an active DDoS attack.

One such customer is Hypixel Inc, the development studio behind the world’s largest Minecraft minigame server. With over 24M total unique logins to date and a world record 216,000+ concurrent players on PC, the Hypixel team works hard to add value to the experience of millions of players across the globe.

The gaming industry is often subject to some of the largest volumetric DDoS attacks — and as a marquee brand, Hypixel attracts more than its fair share. Uptime and high performance are fundamental to the functioning of Hypixel’s servers. Any perceived downtime or noticeable lag could result in an exodus of gamers.

When Hypixel was under a massive DDoS attack campaign, they turned to Cloudflare to extend their services with Cloudflare to include Magic Transit, Cloudflare’s BGP-based DDoS protection service for network infrastructure. After rapidly onboarding them overnight, Cloudflare was automatically able to detect and mitigate DDoS attacks targeting their network — several of which were well over 620 Gbps. The DDoS attack comprised mostly TCP floods and UDP amplification attacks. In the graph, the various colors represent the multiple Cloudflare systems that contribute to detecting and mitigating the multi-vector attack — emphasising the value of our multi-layered DDoS approach.

DDoS attack trends for 2021 Q2

Even as attack patterns changed in real-time, Magic Transit shielded Hypixel’s network. In fact, because all their clean traffic routed over Cloudflare’s high performing low-latency network, Hypixel’s users noticed no change in gamer experience — even during an active volumetric DDoS attack.

During the attack campaign, Cloudflare automatically detected and mitigated over 5,000 DDoS attacks: 53% were ACK floods, 39% were UDP-based attacks and 8% SYN floods.

DDoS attack trends for 2021 Q2

“We had several attacks of well over 620 Gbps with no impact at all on our players. Their gaming experience remained uninterrupted and fast, thanks to Cloudflare Magic Transit.”
– Simon Collins-Laflamme, CEO, Hypixel Inc.

Hypixel’s journey with Cloudflare began with them employing Cloudflare Spectrum to help protect their gaming infrastructure against DDoS attacks. As their user base grew, they adopted additional Cloudflare products to bolster the robustness and resilience of all of their critical infrastructure. Today, they use multiple Cloudflare products including CDN, Rate Limiting, Spectrum, Argo Smart Routing, and Load Balancing to build and secure infrastructure that provides gamers around the world the real-time gaming experiences they need.

Get holistic protection against cyber attacks of any kind

DDoS attacks constitute just one facet of the many cyber threats organizations are facing today. As businesses shift to a Zero Trust approach, network and security buyers will face larger threats related to network access, and a continued surge in the frequency and sophistication of bot-related and ransomware attacks.

A key design tenet while building products at Cloudflare is integration. Cloudflare One is a solution that uses a Zero Trust security model to provide companies a better way to protect devices, data, and applications — and is deeply integrated with our existing platform of security and DDoS solutions.

In fact, Cloudflare offers an integrated solution that comprises an all-star cast featuring the following to name a few:

  • DDoS: LEADER in Forrester Wave™ for DDoS Mitigation Solutions, Q1 20211
  • WAF: Cloudflare is a CHALLENGER in the 2020 Gartner Magic Quadrant for Web Application Firewall (receiving the highest placement in the ‘Ability to Execute’)2
  • Zero Trust: Cloudflare is a LEADER in the Omdia Market Radar: Zero-Trust Access Report, 20203
  • Web protection: Innovation leader in the Global Holistic Web Protection Market for 2020 by Frost & Sullivan4

Cloudflare’s global (and growing) network is uniquely positioned to deliver DDoS protection and other security, performance, and reliability services with unparalleled scale, speed, and smarts.

To learn more about Cloudflare’s DDoS solution contact us or get started.

____

1Forrester Wave™: DDoS Mitigation Solutions, Q1 2021, Forrester Research, Inc., March 3, 2021. Access the report at https://www.cloudflare.com/forrester-wave-ddos-mitigation-2021/
2Gartner, “Magic Quadrant for Web Application Firewalls”, Analyst(s): Jeremy D’Hoinne, Adam Hils, John Watts, Rajpreet Kaur, October 19, 2020. https://www.cloudflare.com/gartner-mq-waf-2020/
3 https://www.cloudflare.com/lp/omdia-zero-trust
4https://www.cloudflare.com/lp/frost-radar-holistic-web/