IntelliAV: Building an Effective On-Device Android Malware Detector

arXiv: Cryptography and Security, Volume abs/1802.01185, 2018.

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Abstract:

The importance of employing machine learning for malware detection has become explicit to the security community. Several anti-malware vendors have claimed and advertised the application of machine learning in their products in which the inference phase is performed on servers and high-performance machines, but the feasibility of such app...More

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