Continual Learning Security
Security risks in continual learning systems: catastrophic forgetting exploitation, task interference attacks, replay buffer poisoning, and stability-plasticity manipulation.
continual-learningcatastrophic-forgettingtask-interferenceonline-learningreplay-buffer