TraceScope is a two-agent system that safely drives a real browser to elicit interactive phishing behavior and then uses on-demand evidence queries to adjudicate a MITRE ATT&CK checklist, achieving 0.94 precision and 0.78 recall on 708 URLs plus real-world email samples.
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TraceScope: Interactive URL Triage via Decoupled Checklist Adjudication
TraceScope is a two-agent system that safely drives a real browser to elicit interactive phishing behavior and then uses on-demand evidence queries to adjudicate a MITRE ATT&CK checklist, achieving 0.94 precision and 0.78 recall on 708 URLs plus real-world email samples.