Stable Forgetting: Bounded Parameter-Efficient Unlearning in Foundation Models

Arpit Garg, Hemanth Saratchandran, Ravi Garg +1

Machine unlearning in foundation models (e.g., language and vision transformers) is essential for privacy and safety; however, existing approaches are unstable and unreliable. A wi…