Learning classifiers for misuse detection using a bag of system calls representation

Lecture Notes in Computer Science

Volumn 3495, Issue , 2005, Pages 511-516

  Kang, Dae Ki ^a   Fuller, Doug ^b   Honavar, Vasant ^a  

^a Iowa State University   (United States)

^b IOWA STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

INFORMATION USE; LEARNING SYSTEMS; SECURITY SYSTEMS;

INTRUSION DETECTION; LEARNING CLASSIFIERS; MISUSE DETECTION;

CLASSIFICATION (OF INFORMATION);

EID: 24944517527     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11427995_51     Document Type: Conference Paper

References (5)

1. Forrest, S., Hofmeyr, S.A., Somayaji, A., Longstaff, T.A.: A sense of self for unix processes. In: Proceedings of the 1996 IEEE Symposium on Security and Privacy, IEEE Computer Society (1996) 120
2. Hofmeyr, S.A., Forrest, S., Somayaji, A.: Intrusion detection using sequences of system calls. Journal of Computer Security 6 (1998) 151-180
3. Warrender, C., Forrest, S., Pearlmutter, B.A.: Detecting intrusions using system calls: Alternative data models. In: IEEE Symposium on Security and Privacy. (1999) 133-145
4. Lippmann, R., Cunningham, R.K., Fried, D.J., Graf, I., Kendall, K.R., Webster, S.E., Zissman, M.A.: Results of the darpa 1998 offline intrusion detection evaluation. In: Recent Advances in Intrusion Detection. (1999)
5. Kang, D.K., Fuller, D., Honavar, V.: Learning classifiers for misuse and anomaly detection using a bag of system calls representation. Technical Report 05-06, Iowa State University (2005)