an automated signature generation approach for polymorphic worm based on color coding
DESCRIPTION
An Automated Signature Generation Approach for Polymorphic Worm Based on Color Coding. Jie Wang; Jianxin Wang; Jianer Chen; Xi Zhang; IEEE International Conference on Communications, 2009. ICC '09. Reporter: Luo Sheng-Yuan 2009/11/12. Outline. Introduction Related Work Proposed Scheme - PowerPoint PPT PresentationTRANSCRIPT
An Automated Signature Generation Approach for
Polymorphic Worm Based on Color Coding
Jie Wang; Jianxin Wang; Jianer Chen; Xi Zhang;IEEE International Conference on Communications, 2009. ICC '09.
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Reporter: Luo Sheng-Yuan 2009/11/12
Outline
•Introduction
•Related Work
•Proposed Scheme
•Experiments Result
•Conclusion
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Introduction
•Previous approaches can generate signature for worm without noise disturbance, but they all have trouble in generating worm signature with noise.
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Related Work
•Polygraph’s Scheme▫Token Signature
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Related Work
•Polygraph’s Scheme▫Token-subsequence Signature
consists of ordered list of tokens
▫Conjunction Signature consists of an unordered set of tokens
▫Bayes Signature consists of a set of tokens, each token is
associated with a score
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Proposed Scheme
•Color Coding▫5 items, 4 colors▫There must be 2 items with same color.
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Proposed Scheme
•CCSF(Color Coding Signature Finding)▫Divides n sequences into m groups and
each group contains 20 sequences.
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………………………………
Suspicious Pool
(n sequence)
20
20
20
20
Proposed Scheme
•CCSF▫Color Coding
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Proposed Scheme
•CCFS▫Extracts Common Substrings(Tokens)
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Sequence 1
1 scan 2 scan
H e l l o W o r l dSequence
2H e l l o h W o r l d r u
Sequence k
H e l l o t W o r l d h
Experiments Result
•Signature generation with some noise sequences.
Correct Signature
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Experiments Result
•Signature generation with some noise sequences.
Accurate Signature
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Conclusion
•CCSF is able to generate signatures automatically for polymorphic worms in the environments with noise.
•In this paper, only one worm type of a suspicious flow pool is considered in CCSF.
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