Research Area:  Machine Learning

Abstract:

Deep learning is an advanced model of traditional machine learning. This has the capability to extract optimal feature representation from raw input samples. This has been applied towards various use cases in cyber security such as intrusion detection, malware classification, android malware detection, spam and phishing detection and binary analysis. This paper outlines the survey of all the works related to deep learning based solutions for various cyber security use cases. Keywords: Deep learning, intrusion detection, malware detection, Android malware detection, spam & phishing detection, traffic analysis, binary analysis.

Keywords:  
Deep Learning
Cyber Security
Machine Learning

Author(s) Name:  Mohammed Harun Babu R, Vinayakumar R, Soman KP

Publisher name:  arXiv:1812.06292

DOI:  10.48550/arXiv.1812.06292

Volume Information:  

Paper Link:   https://arxiv.org/abs/1812.06292