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cs.CR2026
Context-Based Adversarial Attacks on AI Code Generators: Vulnerability Analysis and Implications
Walther A. Del Orbe, John D. Hastings, Varghese Vaidyan
AI-powered code generation systems have transformed software development but introduce critical inference-time security vulnerabilities. This research presents a systematic investi…
cs.CR2025★ 2 cited
Autonomous Penetration Testing: Solving Capture-the-Flag Challenges with LLMs
Isabelle Bakker, John Hastings
This study evaluates the ability of GPT-4o to autonomously solve beginner-level offensive security tasks by connecting the model to OverTheWire's Bandit capture-the-flag game. Of t…