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cs.CR2026
Why LLMs Fail: A Failure Analysis and Partial Success Measurement for Automated Security Patch Generation
Amir Al-Maamari
Large Language Models (LLMs) show promise for Automated Program Repair (APR), yet their effectiveness on security vulnerabilities remains poorly characterized. This study analyzes…
cs.CR2025
Can You Trust Your Copilot? A Privacy Scorecard for AI Coding Assistants
Amir AL-Maamari
The rapid integration of AI-powered coding assistants into developer workflows has raised significant privacy and trust concerns. As developers entrust proprietary code to services…