Publication Type : Journal Article
Publisher : arXiv preprint arXiv
Source : arXiv preprint arXiv:1812.06292 (2019)
Url : https://arxiv.org/abs/1812.06292
Campus : Coimbatore
School : School of Engineering
Center : Computational Engineering and Networking
Department : Electronics and Communication
Year : 2019
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.
Cite this Research Publication : M. Harun Babu R., R., V., and Dr. Soman K. P., “A short review on applications of deep learning for cyber security”, arXiv preprint arXiv:1812.06292, 2019.