Data mining aided signature discovery in network-based intrusion detection system

Operating Systems Review (ACM)

Volumn 36, Issue 4, 2002, Pages 7-13

  Han, Hong ^a   Lu, Xian Liang ^a   Lu, Jun ^a   Bo, Chen ^a   Yong, Ren Li ^a  

^a UEST of China ^*  (China)

Author keywords

Data Mining; Intrusion Detection System; Network based Intrusion Detection; Signature Discovery

Indexed keywords

ALGORITHMS; COMPUTER OPERATING SYSTEMS; DATA MINING; NETWORK PROTOCOLS; PROBABILITY; SENSORS; TELECOMMUNICATION TRAFFIC;

INTRUSION DETECTION SYSTEMS; NETWORK PENETRATIONS; NETWORK-BASED INTRUSION DETECTION; SIGNATURE DISCOVERY;

ELECTRONIC DOCUMENT IDENTIFICATION SYSTEMS;

EID: 2342457929     PISSN: 01635980     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/583800.583801     Document Type: Article

References (9)

1. ANDERSON, J. P. 1980. Computer security threat monitoring and surveillance. Tech. Rep. Anderson Co. Fort Washington, PA.
2. Julia Allen. 2000. State of the Practice of Intrusion Detection Technologies, page 38, http://www.sci.cmu.edu/pub/documents/99.reports/pdf/ 99tr028.pdf.
3. Paxson, Vern. Bro: A System for Detecting Network Intruders in Real-Time, Proceedings of 7th USENIX Security Symposium. San Antonio, TX, January 1998 [online], http://www.aciri.org/vern/papers.html
4. Van Ryan, Jane. SAIC's Center for Information Security Technology Releases CMDS Verson 3.5 [online]. http://www.saic.com/news/may98/news05-15-98. html (1998).
5. Cisco. NetRanger [online]. URL: http://www.cisco.com/warp/public/778/ security/netranger/ (1999).
6. Marty Roesch. Snort - Lightweight Intrusion Detection for Networks, http://www.snort.org/documentation.html.
7. Wenke Lee. Data Mining Approaches for Intrusion Detection. 7th USENIX Security Symposium, San Antonio, Texas.
8. Eric Bloedorn, Alan D. Data Mining for Network Intrusion Detection: How to Get Started. http://www.mitre.org/support/papers/tech_papers_01/ bloedorn_datamining/bloedorn_datamining.pdf.
9. R. Agrawal and R. Srikant, Fast Algorithms for mining association rules.Proc. Of 20th VLDB Conference, 1994.