DyePack: Provably Flagging Test Set Contamination in LLMs Using Backdoors

Yize Cheng, Wenxiao Wang, Mazda Moayeri +1

Open benchmarks are essential for evaluating and advancing large language models, offering reproducibility and transparency. However, their accessibility makes them likely targets…