MADAR: Efficient Continual Learning for Malware Analysis with Distribution-Aware Replay

Mohammad Saidur Rahman, Scott Coull, Qi Yu +1

Millions of new pieces of malicious software (i.e., malware) are introduced each year. This poses significant challenges for antivirus vendors, who use machine learning to detect a…