Presentation 2007-07-20
Orthogonal expansion of port-scan packets
Tomohiro KOBORI, Hiroaki KIKUCHI, Masato TERADA,
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Abstract(in English) Observation of port-scan packets performed over the Internet is involved with so many parameters including time, port numbers, source and destination addresses. There are some common port numbers to which many malicious codes likely use to scan, but a relationship between port numbers and the malicious codes are not clearly identified. In this paper, we propose a new attempt to figure characteristics of port-scans observed from distributed many sensors. Our method allows 1) analysis of sensors with few significiant factors extracted from an orthogonal expansion of port-scan packets, rather than taking care of all possible statistics of port numbers, 2) compression of packets data, computed by linear combination of limited number of orthogonal factors, and 3) approximation of number of scanning packets at arbitrarly specified sensor and ports, made from statistical correlation between port numbers. We also evaluate the accuracy of our proposed approximation algorithm based on actually observed packets.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) orthogonal expansion / port-scan / reconstruction of malicious access
Paper # ISEC2007-51
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Conference Information
Committee ISEC
Conference Date 2007/7/13(1days)
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Paper Information
Registration To Information Security (ISEC)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Orthogonal expansion of port-scan packets
Sub Title (in English)
Keyword(1) orthogonal expansion
Keyword(2) port-scan
Keyword(3) reconstruction of malicious access
1st Author's Name Tomohiro KOBORI
1st Author's Affiliation Couse of Information Engineering, Graduate School of Engineering Tokai University()
2nd Author's Name Hiroaki KIKUCHI
2nd Author's Affiliation Couse of Information Engineering, Graduate School of Engineering Tokai University
3rd Author's Name Masato TERADA
3rd Author's Affiliation Hitachi, Ltd. Hitachi Incident Response Team(HIRT)
Date 2007-07-20
Paper # ISEC2007-51
Volume (vol) vol.107
Number (no) 141
Page pp.pp.-
#Pages 7
Date of Issue