TraceScope system automates phishing URL triage with AI agents

Researchers have developed TraceScope, an interactive system designed to combat sophisticated phishing campaigns that evade traditional URL classifiers. The system uses a sandboxed agent to navigate potentially malicious websites, capturing behavior for analysis. A separate agent then verifies the findings against a checklist and generates a report with indicators of compromise. TraceScope demonstrated strong performance in evaluations, achieving 0.94 precision and 0.78 recall on real-world phishing URLs, outperforming existing methods. AI

影响 Enhances phishing detection capabilities by providing a more robust and interactive method for analyzing suspicious URLs.

排序理由 Academic paper detailing a new system for URL triage and phishing detection.

在 arXiv cs.AI 阅读 →

• MITRE ATT&CK
• PhishTank
• TraceScope

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