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	<title>Umesh Ramesh &#8211; Noise</title>
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		<title>Analyze AWS WAF logs using Amazon OpenSearch Service anomaly detection built on Random Cut Forests</title>
		<link>https://noise.getoto.net/2022/01/24/analyze-aws-waf-logs-using-amazon-opensearch-service-anomaly-detection-built-on-random-cut-forests/</link>
		
		<dc:creator><![CDATA[Umesh Ramesh]]></dc:creator>
		<pubDate>Mon, 24 Jan 2022 20:19:14 +0000</pubDate>
				<category><![CDATA[Anomaly detection]]></category>
		<category><![CDATA[AWS WAF]]></category>
		<category><![CDATA[AWS WAF Logs]]></category>
		<category><![CDATA[Expert (400)]]></category>
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					<description><![CDATA[This blog post shows you how to use the machine learning capabilities of Amazon OpenSearch Service (successor to Amazon Elasticsearch Service) to detect and visualize anomalies in AWS WAF logs. AWS WAF logs are streamed to Amazon OpenSearch Service using Amazon Kinesis Data Firehose. Kinesis Data Firehose invokes an AWS Lambda function to transform incoming […]]]></description>
		
		
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		<title>Centrally manage AWS WAF (API v2) and AWS Managed Rules at scale with Firewall Manager</title>
		<link>https://noise.getoto.net/2020/11/18/centrally-manage-aws-waf-api-v2-and-aws-managed-rules-at-scale-with-firewall-manager/</link>
		
		<dc:creator><![CDATA[Umesh Ramesh]]></dc:creator>
		<pubDate>Tue, 17 Nov 2020 23:51:41 +0000</pubDate>
				<category><![CDATA[Advanced (300)]]></category>
		<category><![CDATA[AWS Firewall Manager]]></category>
		<category><![CDATA[AWS WAF]]></category>
		<category><![CDATA[Security Blog]]></category>
		<category><![CDATA[Security, Identity & Compliance]]></category>
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					<description><![CDATA[Since AWS Firewall Manager was introduced in 2018, it has evolved with many more features and today also supports the newest version of AWS WAF, as well as the latest AWS WAF APIs (AWS WAFV2), and AWS Managed Rules for AWS WAF. (Note that the original AWS WAF APIs are still available and supported under [&#8230;]]]></description>
		
		
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