Addressing The Devastating Effects Of Single-Task Data Poisoning In Exemplar-Free Continual Learning

Stanisław Pawlak, Bartłomiej Twardowski, Tomasz Trzciński +1

Our research addresses the overlooked security concerns related to data poisoning in continual learning (CL). Data poisoning - the intentional manipulation of training data to affe…