The following information was submitted:
Transactions: WSEAS TRANSACTIONS ON INFORMATION SCIENCE AND APPLICATIONS
Transactions ID Number: 89-151
Full Name: Hiroshi Dozono
Position: Associate Professor
Age: ON
Sex: Male
Address: 1-Honjyo Saga 840-8502
Country: JAPAN
Tel: +81-952-28-8652
Tel prefix:
Fax: +81-952-28-2651
E-mail address: hiro@dna.ec.saga-u.ac.jp
Other E-mails: gbf00213@nifty.com
Title of the Paper: Visualization of the Packet Flows \\ using Self Organizing Maps
Authors as they appear in the Paper: Hiroshi Dozono, Takeru Kabashima, Masanori Nakakuni, Shigeomi Hara
Email addresses of all the authors: hiro@dna.ec.saga-u.ac.jp, kabasima@dna.ec.saga-u.ac.jp, nak@fukuoka-u.ac.jp, hara@dna.ec.saga-u.ac.jp
Number of paper pages: 10
Abstract: Recently, the spread of the Internet makes familiar to the incident concerning the Internet, such as a DoS attack and a DDoS attack. Some methods which detect the abnormal traffics in the network using the information from headers and payloads of IP-packets transmitted in the networks are proposed. In this research, the method for the analysis of the flow of IP packet based on SOM (Self-Organizing Map) using the occurrence rate of the elements in IP-packets as input vectors is proposed. The flow of the packets can be visualized on the map and it will be available for detecting the abnormal flows of packets.
Keywords: Packet Traffic Analysis, Self Organizing Map, IDS, Network incident, TCP/IP
EXTENSION of the file: .pdf
Special (Invited) Session: Analysis of Frequencies of Packet Traffics using Self Organizing Maps
Organizer of the Session: 639-256
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