Efficient Deep Learning Network With Multi-Streams for Android Malware Family Classification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2021.3139334
Abstract: It is important to effectively detect, mitigate, and defend against Android malware attacks, because Android malware has long represented a major threat to Android app security. Characterizing and classifying similar malicious apps into groups plays… read more here.
Keywords: malware family; network; classification; multi streams ... See more keywords
Crowdsourcing Malware Family Annotation: Joint Class-Determined Tag Extraction and Weakly-Tagged Sample Inference
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Network and Service Management"
DOI: 10.1109/tnsm.2024.3373601
Abstract: Anti-malware engines report malware labels to detail malice, typically including tags of family, behavior, and platform classes. This capability has been heavily used by the security community to annotate malware families and build reference datasets,… read more here.
Keywords: family; weakly tagged; family annotation; malware family ... See more keywords