Deep learning malware detection

DL4MD

단순히 어떤 API를 사용하는지를 학습. API의 순서 등은 고려하지 않고 malware에서 많이 등장한 API를 사용하면malware로 판정. 인용수도 1회.

Deep Neural Network Based Malware Detection Using Two Dimensional Binary Program Features

15.08. 

Semi-supervised classification for dynamic Android malware detection

17.04

Semantics-aware malware detection

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Large-scale malware classification using random projections and neural networks

Analysis of Machine learning Techniques Used in Behavior-Based Malware Detection

Neural Network based Intrusion Detection System for critical infrastructures