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- research-articleMay 2016
Real-Time Detection of Malware Downloads via Large-Scale URL->File->Machine Graph Mining
ASIA CCS '16: Proceedings of the 11th ACM on Asia Conference on Computer and Communications SecurityMay 2016, Pages 783–794https://doi.org/10.1145/2897845.2897918In this paper we propose Mastino, a novel defense system to detect malware download events. A download event is a 3-tuple that identifies the action of downloading a file from a URL that was triggered by a client (machine). Mastino utilizes global ...
- research-articleMay 2016
StormDroid: A Streaminglized Machine Learning-Based System for Detecting Android Malware
ASIA CCS '16: Proceedings of the 11th ACM on Asia Conference on Computer and Communications SecurityMay 2016, Pages 377–388https://doi.org/10.1145/2897845.2897860Mobile devices are especially vulnerable nowadays to malware attacks, thanks to the current trend of increased app downloads. Despite the significant security and privacy concerns it received, effective malware detection (MD) remains a significant ...