Detecting Contaminated Code-Generation Prompt Batches via Influence Functions

Francesco Quinzan, Noor Munir, Yishun Lu +1

Large language models (LLMs) are increasingly used for code generation, yet they remain vulnerable to prompts that elicit insecure implementations. Existing defenses typically rely…