@inproceedings{f7682818bd484998ab0d494efc68f489,
title = "A self-organizing map and its modeling for discovering malignant network traffic",
abstract = "Model-based intrusion detection and knowledge discovery are combined to cluster and classify P2P botnet traffic and other malignant network activity by using a Self-Organizing Map (SOM) self-trained on denied Internet firewall log entries. The SOM analyzed new firewall log entries in a case study to classify similar network activity, and discovered previously unknown local P2P bot traffic and other security issues.",
author = "Chet Langin and Hongbo Zhou and Shahram Rahimi and Bidyut Gupta and Mehdi Zargham and Sayeh, {Mohammad R.}",
year = "2009",
month = jul,
day = "20",
doi = "10.1109/CICYBS.2009.4925099",
language = "English",
isbn = "9781424427697",
series = "2009 IEEE Symposium on Computational Intelligence in Cyber Security, CICS 2009 - Proceedings",
booktitle = "2009 IEEE Symposium on Computational Intelligence in Cyber Security, CICS 2009 - Proceedings",
note = "null ; Conference date: 30-03-2009 Through 02-04-2009",
}