日本語フィールド
著者：Hiroshi Dozono, Takeru Kabashima, Masanori Nakakuni, Shigeomi Hara題名：Visualization of the Packet Flows using Self Organizing Maps発表情報：WSEAS TRANSACTIONS on INFORMATION SCIENCE and APPLICATIONSHiroshi Dozono, Takeru Kabashima, 巻: 7 号: 1 ページ: 132-141キーワード：Packet Traffic Analysis, Self Organizing Map, IDS, Network incident, TCP/IP概要：抄録： 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.英語フィールド
Author：Hiroshi Dozono, Takeru Kabashima, Masanori Nakakuni, Shigeomi HaraTitle：Visualization of the Packet Flows using Self Organizing MapsAnnouncement information:WSEAS TRANSACTIONS on INFORMATION SCIENCE and APPLICATIONSHiroshi Dozono, Takeru Kabashima, Vol: 7 Issue: 1 Page: 132-141Keyword：Packet Traffic Analysis, Self Organizing Map, IDS, Network incident, TCP/IPAn 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.