NDLI: An Algorithm for Generation of Attack Signatures Based on Sequences Alignment

Content Provider	IEEE Xplore Digital Library
Author	Li Nan Xia Chunhe Yang Yi Wang Haiquan
Copyright Year	2008
Description	Author affiliation: Key Lab. of Beijing Network Technol., Beihang Univ., Beijing (Li Nan; Xia Chunhe; Yang Yi; Wang Haiquan)
Abstract	This paper presents a new algorithm for generation of attack signatures based on sequence alignment. The algorithm is composed of two parts: a local alignment algorithm-GASBSLA (Generation of Attack Signatures Based on Sequence Local Alignment) and a multi-sequence alignment algorithm-TGMSA (Tri-stage Gradual Multi-Sequence Alignment). With the inspiration of sequence alignment used in Bioinformatics, GASBSLA replaces global alignment and constant weight penalty model by local alignment and affine penalty model to improve the generality of attack signatures. TGMSA presents a new pruning policy to make the algorithm more insensitive to noises in the generation of attack signatures. In this paper, GASBSLA and TGMSA are described in detail and validated by experiments.
Starting Page	964
Ending Page	969
File Size	494088
Page Count	6
File Format	PDF
ISBN	9780769533360
DOI	10.1109/CSSE.2008.555
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2008-12-12
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Algorithm design and analysis attack signatures generation sequence local alignment Software algorithms Laboratories intrusion detection Noise generators Paper technology Computer science Intrusion detection Automata Bioinformatics pruning polic affine penalty Software engineering
Content Type	Text
Resource Type	Article

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An Algorithm for Generation of Attack Signatures Based on Sequences Alignment

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