<ul><li>Siren is a cybersecurity project that integrates deception, machine learning, and proactive threat analysis.</li><li>The system lures potential threats into controlled environments, employing a dynamic machine learning model for real-time analysis and classification.</li><li>It includes a link monitoring proxy, a purpose-built machine learning model for dynamic link analysis, and a honeypot with simulated user interactions.</li><li>Siren transforms traditional defense mechanisms into proactive systems that actively engage and learn from potential adversaries.</li></ul>

Siren -- Advancing Cybersecurity through Deception and Adaptive Analysis

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