Catastrophic Learning: A New Attack Vector on Continual Learning Networks

Benedikt Kluss, Niklas Bunzel

Continual Learning (CL) enables deep learning models to iteratively learn from a stream of data without forgetting prior knowledge. Existing adversarial research on CL primarily ai…