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Paper Abstract and Keywords
Presentation 2007-07-20 10:20
Orthogonal expansion of port-scan packets
Tomohiro Kobori, Hiroaki Kikuchi (Tokai Univ.), Masato Terada (Hitachi)
Abstract (in Japanese) (See Japanese page) 
(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) 
(in English) orthogonal expansion / port-scan / reconstruction of malicious access / / / / /  
Reference Info. IEICE Tech. Rep., vol. 107, pp. 43-49, July 2007.
Paper #  
Date of Issue 2007-07-13 (ISEC) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
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Conference Information
Committee ISEC SITE IPSJ-CSEC  
Conference Date 2007-07-19 - 2007-07-20 
Place (in Japanese) (See Japanese page) 
Place (in English) Future University-Hakodate 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To IPSJ-CSEC 
Conference Code 2007-07-ISEC-SITE-IPSJ-CSEC 
Language Japanese 
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  
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1st Author's Name Tomohiro Kobori  
1st Author's Affiliation Tokai University (Tokai Univ.)
2nd Author's Name Hiroaki Kikuchi  
2nd Author's Affiliation Tokai University (Tokai Univ.)
3rd Author's Name Masato Terada  
3rd Author's Affiliation Hitachi, Ltd. (Hitachi)
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Speaker Author-1 
Date Time 2007-07-20 10:20:00 
Presentation Time 25 minutes 
Registration for IPSJ-CSEC 
Paper # ISEC2007-51 
Volume (vol) vol.107 
Number (no) no.141 
Page pp.43-49 
#Pages
Date of Issue 2007-07-13 (ISEC) 


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