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	<title>Peter Foster &#8211; Noise</title>
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		<title>Protecting APIs from abuse using sequence learning and variable order Markov chains</title>
		<link>https://noise.getoto.net/2024/09/12/protecting-apis-from-abuse-using-sequence-learning-and-variable-order-markov-chains/</link>
		
		<dc:creator><![CDATA[Peter Foster]]></dc:creator>
		<pubDate>Thu, 12 Sep 2024 14:15:00 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[api gateway]]></category>
		<category><![CDATA[API Security]]></category>
		<category><![CDATA[API Shield]]></category>
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					<description><![CDATA[At Cloudflare, we protect customer APIs from abuse. This is no easy task, as abusive traffic can take different forms, from giant DDoS attacks to low-and-slow credential stuffing campaigns. We now address this challenge in a new way: by looking outside typical volumetric measures and using statistical machine learning to find important API client request sequences.]]></description>
		
		
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