| Title: | improved edit distance method for system call anomaly detection |
| Author: | Qian Quan
; Wu Jinlin
; Zhu Wei
; Xin Mingjun
|
| Source: | Proceedings - 2012 IEEE 12th International Conference on Computer and Information Technology, CIT 2012
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| Conference Name: | 2012 IEEE 12th International Conference on Computer and Information Technology, CIT 2012
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| Conference Date: | October 27, 2012 - October 29, 2012
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| Issued Date: | 2012
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| Conference Place: | Chengdu, Sichuan, China
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| Keyword: | Information technology
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| Indexed Type: | EI
|
| ISBN: | 9780769548586
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| Department: | (1) School of Computer Engineering and Science Shanghai University Shanghai China State Key Laboratory of Information Security Institute of Software Chinese Academy of Sciences Beijing China
|
| Sponsorship: | IEEE Computer Society; IEEE; IEEE Technical Committee on Scalable Computing (TCSC)
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| Abstract: | Edit distance has been widely used in different areas to evaluate the similarity between strings of characters. In this paper, the improved edit distance is applied into the short sequence anomaly detection, a kind of host security area. Some modifications for original edit distance including the position exchange and the shortest distance algorithm are described in detail. Through experiment, it shows that the edit distance based anomaly detection method is proved to be more stable and better detection precision than the classical sequence analysis STIDE method. © 2012 IEEE. |
| English Abstract: | Edit distance has been widely used in different areas to evaluate the similarity between strings of characters. In this paper, the improved edit distance is applied into the short sequence anomaly detection, a kind of host security area. Some modifications for original edit distance including the position exchange and the shortest distance algorithm are described in detail. Through experiment, it shows that the edit distance based anomaly detection method is proved to be more stable and better detection precision than the classical sequence analysis STIDE method. © 2012 IEEE. |
| Language: | 英语
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| Content Type: | 会议论文
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| URI: | http://ir.iscas.ac.cn/handle/311060/15869
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| Appears in Collections: | 软件所图书馆_会议论文
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| Recommended Citation: | |
Qian Quan,Wu Jinlin,Zhu Wei,et al. improved edit distance method for system call anomaly detection[C]. 见:2012 IEEE 12th International Conference on Computer and Information Technology, CIT 2012. Chengdu, Sichuan, China. October 27, 2012 - October 29, 2012.
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