Malware Detection with Deep Neural Network Using Process Behavior

Shun Tobiyama
Shun Tobiyama
Tomonori Ikuse
Tomonori Ikuse

COMPSAC Workshops, pp. 577-582, 2016.

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The feature image is generated from extracted behavioral features by behavioral language model which is constructed with Recurrent Neural Network

Abstract:

Increase of malware and advanced cyber-attacks are now becoming a serious problem. Unknown malware which has not determined by security vendors is often used in these attacks, and it is becoming difficult to protect terminals from their infection. Therefore, a countermeasure for after infection is required. There are some malware infectio...More

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