Reduction of malicious behavior patterns based on attribute order

doi:10.1109/ICICISYS.2010.5658544

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	Reduction of malicious behavior patterns based on attribute order
	Sun, Xiaoyan; Guo, Ning; Zhu, Yuefei; Sun, X.
	2010
会议日期	October 29, 2010 - October 31, 2010
会议地点	Xiamen, China
关键词	Intelligent Computing Algorithms Computer Crime Intelligent Systems Attribute Order Attributes Reduction Distinguishing Pattern Malicious Behavior Malwares
卷号	3
DOI	10.1109/ICICISYS.2010.5658544
页码	244-248
英文摘要	In the field of malware study, the automatic generation of malicious behavior pattern based on system call trace is important to malware detection. This paper studied the generation of malicious behavior distinguishing pattern, and used attributes order reduction method to reduce the patterns. It gave the ordering rules based on mutual information and the size of pattern. After studying the quick reduction algorithm based on divide and conquer method, it improved the algorithm according to the characteristic of datasets. Finally, test results verifies that the improved algorithm can decrease the reduction time, the ordering method can obtain relatively good reduction results, and the classification result is relatively good. ©2010 IEEE.
会议录	Proceedings - 2010 IEEE International Conference on Intelligent Computing and Intelligent Systems, ICIS 2010
会议录出版地	Piscataway
学科主题	Computer Software, Data HAndling And Applications ; Artificial Intelligence ; Mathematics
语种	英语
内容类型	会议论文
源URL	[http://ir.lzu.edu.cn/handle/262010/182870]
专题	学院待认领_会议论文
通讯作者	Sun, X.
推荐引用方式 GB/T 7714	Sun, Xiaoyan,Guo, Ning,Zhu, Yuefei,et al. Reduction of malicious behavior patterns based on attribute order[C]. 见:. Xiamen, China. October 29, 2010 - October 31, 2010.