Robust Dynamic Expansion for Continual Learning under Backdoor Attacks via Purification and Selective Recovery

Keyu Lin, Fei Ye, Qihe Liu +2

Continual learning (CL) enables models to acquire new knowledge from sequentially arriving tasks while retaining previously learned knowledge. However, in practical scenarios, task…