An IT2FLS-based malware analysis mechanism: Malware analysis network in Taiwan (MIT)

Hsien De Huang, Chang Shing Lee, Mei Hui Wang, Hung-Yu Kao

研究成果: Conference contribution

1 引文 斯高帕斯(Scopus)

摘要

Malware is one of the problems really existing in the modern post-industrial society. Hackers continuously develop novel techniques to intrude into computer systems for various reasons, so many security researchers should analyze and track new malicious program to protect sensitive information for the computer system. In this paper, we integrate the Interval Type-2 Fuzzy Logic System (IT2FLS) with malware behavioral analysis: Malware Analysis Network in Taiwan (MAN in Taiwan, MiT, and http://MiT.TWMAN.ORG). The core techniques of MiT are as follows: (1) automatically collect the logs the difference operation system to extract unknown behavior information. Also, MiT is able to automatically provide and share samples and reports via the cloud storage mechanism; (2) integrate with IT2FLS to construct the malware analysis domain knowledge for the malware behavior. Simulation results show that the proposed approach can effectively execute the malware behavior analysis, and the constructed system has also been released under GNU General Public License version 3.

原文English
主出版物標題Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013
頁面4652-4657
頁數6
DOIs
出版狀態Published - 2013 十二月 1
事件2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013 - Manchester, United Kingdom
持續時間: 2013 十月 132013 十月 16

出版系列

名字Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013

Other

Other2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013
國家/地區United Kingdom
城市Manchester
期間13-10-1313-10-16

All Science Journal Classification (ASJC) codes

  • 人機介面

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