PPE-Bench: A Benchmark for Evaluating MLLM Unlearning under Private-Public Entanglement

Xianren Zhang, Delvin Ce Zhang, Dongwon Lee +1

Multimodal Large Language Models (MLLMs) have shown strong capabilities, but they may memorize private information from web data, raising privacy concerns. Machine unlearning offer…