Prompt Attacks Reveal Superficial Knowledge Removal in Unlearning Methods

Yeonwoo Jang, Shariqah Hossain, Ashwin Sreevatsa +1

In this work, we demonstrate that certain machine unlearning methods may fail under straightforward prompt attacks. We systematically evaluate eight unlearning techniques across th…