Amnesia: A Stealthy Replay Attack on Continual Learning Dreams

Ahmed Sharshar, Naveen Kumar Kummari, Mohsen Guizani

Continual learning (CL) models often use experience replay to reduce catastrophic forgetting, but their robustness to replay sampling interference remains underexplored. Existing C…