Beyond Natural Language Perplexity: Detecting Dead Code Poisoning in Code Generation Datasets

Chi-Chien Tsai, Chia-Mu Yu, Ying-Dar Lin +2

The increasing adoption of large language models (LLMs) for code-related tasks has raised concerns about the security of their training datasets. One critical threat is dead code p…