Using deep learning to solve computer security challenges: a survey

Using deep learning to solve computer security challenges: a survey

Abstract Although using machine learning techniques to solve computer security challenges is not a new idea, the rapidly emerging Deep Learning technology has recently triggered a substantial amount of interests in the computer security community. This paper seeks to provide a dedicated review of th...

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Bibliographic Details
Main Authors: Yoon-Ho Choi, Peng Liu, Zitong Shang, Haizhou Wang, Zhilong Wang, Lan Zhang, Junwei Zhou, Qingtian Zou
Format: Article
Language:English
Published: SpringerOpen 2020-08-01
Series:Cybersecurity
Subjects:
Deep learning
Security-oriented program analysis
Return-oriented programming attacks
Control-flow integrity
Network attacks
Malware classification
Online Access:http://link.springer.com/article/10.1186/s42400-020-00055-5

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http://link.springer.com/article/10.1186/s42400-020-00055-5

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