Role-based Log Analysis Applying Deep Learning for Insider Threat Detection

Author:

Zhang Dongxue1,Zheng Yang1,Wen Yu1,Xu Yujue2,Wang Jingchuo3,Yu Yang4,Meng Dan1

Affiliation:

1. Chinese Academy of Science, Beijing, China

2. Hua Wei, Shenzhen, China

3. Tsinghua University, Beijing, China

4. Mei Tuan, Beijing, China

Funder

CAS/SAFEA International Partnership Program for Creative Research Teams

IIE CAS international cooperation project

Publisher

ACM

Reference5 articles.

1. R Richardson 2010/2011 computer crime and security survey. Computer Security Institute " 2011. Available at: http:// analytics.informationweek.com/abstract/21/7377/Security/ research-2010--2011-csisurvey.html R Richardson 2010/2011 computer crime and security survey. Computer Security Institute " 2011. Available at: http:// analytics.informationweek.com/abstract/21/7377/Security/ research-2010--2011-csisurvey.html

2. Ioannis Agrafiotis Philip Legg Michael Goldsmith and Sadie Creese.2014. Towards a User and Role-based Sequential Behavioral Analysis Tool for Insider Threat Detection Journal of Internet Services and Information Security (JISIS) volume: 4 number: 4 (November 2014) pp. 127--137 Ioannis Agrafiotis Philip Legg Michael Goldsmith and Sadie Creese.2014. Towards a User and Role-based Sequential Behavioral Analysis Tool for Insider Threat Detection Journal of Internet Services and Information Security (JISIS) volume: 4 number: 4 (November 2014) pp. 127--137

3. CERT Insider Threat Tools. http://www.cert.org/insider-threat/tools/. CERT Insider Threat Tools. http://www.cert.org/insider-threat/tools/.

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