Mitigating Memorization Where It Happens

Xuanqi Zhang, Haoyang Shang, Xiaoxiao Li

Large language models (LLMs) can memorize and reproduce training sequences verbatim, raising privacy and copyright concerns. Existing mitigation methods apply interventions uniform…