MalMixer: Few-Shot Malware Classification with Retrieval-Augmented Semi-Supervised Learning

Jiliang Li, Yifan Zhang, Yu Huang +1

Recent growth and proliferation of malware have tested practitioners ability to promptly classify new samples according to malware families. In contrast to labor-intensive reverse…