SEED: Semi-supervised Continual MalwarE Detection for Tackling ConcEpt Drift on a BuDget

Suresh Kumar Amalapuram, Bikraj Shresta, Siva Ram murthy Chebiyam +2

Machine learning based malware detectors become obsolete over time due to concept drift in benign and malware applications. Recent methods rely on fully labeled data and use hierar…