Masquerade Detection Using Enriched Command Lines

Proceedings of the International Conference on Dependable Systems and Networks

Volumn , Issue , 2003, Pages 5-14

  Maxion, Roy A ^a  

^a Carnegie Mellon University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMMAND LINES; DATA SETS;

ALGORITHMS; COMPUTER SYSTEMS; INFORMATION USE; MATHEMATICAL MODELS; PROBLEM SOLVING;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 1542378274     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/DSN.2003.1209911     Document Type: Conference Paper

References (14)

1. P. Domingos and M. Pazzani. Beyond independence: conditions for the optimality of the simple Bayesian classifier. In L. Saitta, editor, 13th International Conference on Machine Learning (ICML-96), pages 105-112, 03-06 July 1996, Bari, Italy. Morgan Kaufmann, San Francisco, California, 1996.
2. M. Fan. Massive identity theft alleged: Credit fraud affects 30,000, authorities say. San Jose Mercury News, San Jose, California, 26 November 2002.
3. S. Greenberg. Using Unix: Collected traces of 168 users. Technical report 88/333/45, Department of Computer Science, University of Calgary, Calgary, Canada. 1988.
4. V. Loeb. Spy case prompts computer search. Washington Post, 05 March 2001, page A01.
5. T. F. Lunt. A survey of intrusion-detection techniques. Computers & Security, 2(4):405-418, June 1993.
6. T. F. Lunt and R. Jagannathan. A prototype real-time intrusion-detection expert system. In IEEE Symposium on Security and Privacy, pages 59-66, 18-21 April 1988, Oakland, California. IEEE Computer Society Press, Washington, DC, 1988.
7. C. D. Manning and H. Schutze. Foundations of Statistical Natural Language Processing. MIT Press, Cambridge, Massachusetts, 1999. Fourth printing, 2001.
8. R. A. Maxion and T. N. Townsend. Masquerade detection using truncated command lines. In International Conference on Dependable Systems & Networks, pages 219-228, 23-26 June 2002, Washington, DC, IEEE Computer Society, Los Alamitos, California, 2002..
9. R. A. Maxion and T. N. Townsend. Masquerade detection augmented with error analysis. IEEE Transactions on Reliability, In press, 2003.
10. A. McCallum and K. Nigam. A comparison of event models for naive bayes text classification. In Learning for Text Categorization, papers from the 1998 AAAI Workshop, 27 July 1998, Madison, Wisconsin, pages 41-48. Published as AAAI Technical Report WS-98-05, AAAI Press, Menlo Park, California, 1998.
11. T. M. Mitchell. Machine Learning. McGraw-Hill, Boston, Massachusetts, 1997.
12. M. Schonlau, W. DuMouchel, W.-H. Ju, A. F. Karr, M. Theus, and Y. Vardi. Computer intrusion: Detecting masquerades. Statistical Science, 16(1):58-74, February 2001.
13. E. D. Shaw, K. G. Ruby and J. M. Post. The insider threat to information systems: The psychology of the dangerous insider. Security Awareness Bulletin, 2-98, Department of Defense Security Institute, Richmond, Virginia. September 1998.
14. J. Swets and R. Pickett. Evaluation of Diagnostic Systems: Methods from Signal Detection Theory. Academic Press, New York, 1992.