A sequential pattern mining algorithm for misuse intrusion detection

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3252, Issue , 2004, Pages 458-465

  Song, Shi Jie ^a   Huang, Zunguo ^a   Hu, Hua Ping ^a   Jin, Shi Yao ^a  

^a NATIONAL UNIVERSITY OF DEFENSE TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

COMPLEX NETWORKS; COMPUTATIONAL COMPLEXITY; DATA MINING; DIGITAL STORAGE; INTRUSION DETECTION; MERCURY (METAL); NETWORK LAYERS; NETWORK SECURITY; SECURITY OF DATA;

APPLICATION LAYERS; APRIORIALL ALGORITHM; BEHAVIOR ANALYSIS; FREQUENT EPISODES; MISUSE INTRUSION DETECTIONS; PRE-PROCESSED DATA; SEQUENTIAL PATTERN MINING ALGORITHM; SEQUENTIAL PATTERNS;

ALGORITHMS;

EID: 35048885636     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-30207-0_57     Document Type: Article

References (8)

1. G. R. Malan and F. Jahanian. An extensible probe architecture for network protocol performance measurement. In Proceedings of SIGCOMM, Vancouver, British Columbia, Canada, 1998,215-227.
2. VernPaxson. Bro: A system for detecting network intruders in real-time. Computer Networks, 1999, 31(23-24), 2435-2463.
3. W.Lee. A Data Mining Framework for Constructing Feature and Model for Intrusion Detection System. [D]In the Graduate School of Arts and Sciences, COLUMBIA UNIVERSITY. 1999.
4. LIAN Yi-Feng, Research of Distributing intrusion detection system, [D]In University of Science and Technology of China, China, May 2002.
5. S. A. Hofmeyr, S. Forrest, and A. Somayaji. Intrusion detection using sequences of system calls. [J]In Journal of Computer Security, 1998, 6:151-180.
6. J. Ayres, J. Flannick, J. Gehrke, and T. Yiu. Sequential pattern mining using a bitmap representation. In SIGKDD, 2002, p429-435.
7. DARPA Intrusion Detection Evaluation http://www.ll.mit.edu/IST/ideval/.
8. WEN Yan, The Research and Implementation on The Network Behavior Monitor System Based on The General Finite States Machine, [D] In Paper of the degree of Master in School of Computer Science, National University of Defense Technology, China, May 2004.