Targeted Forgetting and False Memory Formation in Continual Learners through Adversarial Backdoor Attacks

Muhammad Umer, Glenn Dawson, Robi Polikar

Artificial neural networks are well-known to be susceptible to catastrophic forgetting when continually learning from sequences of tasks. Various continual (or "incremental") learn…