Glenn Dawson

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

2020

Artificial neural networks are well-known to be susceptible to catastrophic forgetting when continually learning from sequences of tasks. Various continual (or "incremental") learning approaches have been proposed to avoid catastrophic forgetting, but they are typically …