AMNESIA: A Large Scale Medical Unlearning Benchmark Suite with Disease-Informed Analysis

Saeedeh Davoudi, Reihaneh Iranmanesh, Ophir Frieder +1

Medical knowledge is continuously evolving. This creates a need to update or selectively forget information encoded in already-trained medical LLMs. Machine unlearning aims to remo…