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AI Security Measurement› Static-Analysis Confidence Gap›Model-Mediated Taint Tracking

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Static-Analysis Confidence Gap

◆OverviewStart here
1What a Clean Static-Analysis Report Actually ProvesResearch
2Measuring Static Analysis on AI-Agent VulnerabilitiesResearch
3The Agent-Framework Modeling GapResearch
4Model-Mediated Taint TrackingResearch
5Modeling Agent-Specific Sources, Sinks, and Trust BoundariesResearch
6False Positives and Function-Breaking RemediationResearch
7Agentic Risks Beyond Source-to-Sink AnalysisResearch
8When Safe Operations Compose into an Unsafe PlanResearch
9Static Analysis as a Gate for AI-Generated CodeResearch
10An Honest Assurance Report for Agent SoftwareResearch

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Murali Chillakuru

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Model-Mediated Taint Tracking