InstantForget: Update-Free Backdoor Unlearning with Inference-Time Feature Reset

Zhenyu Yu

Backdoor unlearning aims to remove a malicious trigger behavior from a deployed model while preserving clean utility. We study the update-free inference-time setting, where model p…