On the Limitations of Continual Learning for Malware Classification

Mohammad Saidur Rahman, Scott E. Coull, Matthew Wright

Malicious software (malware) classification offers a unique challenge for continual learning (CL) regimes due to the volume of new samples received on a daily basis and the evoluti…