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	<title>malicious URL detection &#8211; BIOENGINEER.ORG</title>
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		<title>AI Learns to Read Dangerous URLs Character by Character While Showing Its Work</title>
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		<pubDate>Wed, 14 Oct 2026 12:59:41 +0000</pubDate>
				<category><![CDATA[Technology]]></category>
		<category><![CDATA[Bayesian Optimization]]></category>
		<category><![CDATA[BiLSTM]]></category>
		<category><![CDATA[class imbalance]]></category>
		<category><![CDATA[cybersecurity]]></category>
		<category><![CDATA[deep learning]]></category>
		<category><![CDATA[Explainable AI]]></category>
		<category><![CDATA[malicious URL detection]]></category>
		<category><![CDATA[malware]]></category>
		<category><![CDATA[multi-class classification]]></category>
		<category><![CDATA[phishing]]></category>
		<category><![CDATA[Shannon entropy]]></category>
		<category><![CDATA[SHAP]]></category>
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					<description><![CDATA[Researchers have developed X-URL, a character-level deep learning framework that classifies malicious URLs into four threat categories with over 98 percent cross-validation accuracy while keeping its statistical analysis, prediction, and explanation components rigorously separated.]]></description>
		
		
		
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