Title :
A Novel Network Intrusion Detection System (NIDS) Based on Signatures Search of Data Mining
Author :
Zhengbing, Hu ; Zhitang, Li ; Junqi, Wu
Author_Institution :
Huazhong Univ. of Sci. & Technol., Wuhan
Abstract :
Network security has been a very important issue, since the rising evolution of the Internet. There has been an increasing need for security systems against the external attacks from the hackers. One important type is the intrusion detection system (IDS). There are two major categories of the analysis techniques of IDS: the anomaly detection and the misuse detection. Here we forcus on misuse detection, the misuse detection collected the attack signatures in a database as the same as virus protection software to detect the relate attacks, we propose an algorithm to use the known signature to find the signature of the related attack quickly.
Keywords :
Internet; data mining; message authentication; Internet; anomaly detection; data mining; external attacks; hackers; misuse detection; network intrusion detection system; network security; signatures search; virus protection software; Computer science; Computer security; Data mining; Data security; Databases; Educational institutions; Information security; Information technology; Intrusion detection; Protection;
Conference_Titel :
Knowledge Discovery and Data Mining, 2008. WKDD 2008. First International Workshop on
Conference_Location :
Adelaide, SA
Print_ISBN :
978-0-7695-3090-1
DOI :
10.1109/WKDD.2008.48