Detecting and identifying malware: A new signal processing goal

IEEE Signal Processing Magazine

Volumn 23, Issue 5, 2006, Pages 107-111

  Mitra, Urbashi ^a   Ortega, Antonio ^a   Heidemann, John ^a   Papadopoulos, Christos ^b  

^a University of Southern California   (United States)

^b Department of Computer Science   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); COMPUTER SOFTWARE; FEATURE EXTRACTION; INFORMATION THEORY; INTERNET; TELECOMMUNICATION TRAFFIC;

MALTRAFFIC DETECTION; MALWARE; OFF-THE-SHELF SIGNAL REPRESENTATION; TRANSFORM-DOMAIN TECHNIQUES;

SIGNAL DETECTION;

EID: 85032750968     PISSN: 10535888     EISSN: None     Source Type: Journal    
DOI: 10.1109/MSP.2006.1708419     Document Type: Article

References (10)

1. J. Menn, "Deleting online extortion," LA Times, p. 1, Oct. 25, 2004.
2. A. Adams, T. Bu, T. Friedman, J. Horowitz, D. Towsley, R. Caceres, N. Duffield, F.L. Presti, S.B. Moon, and V. Paxson, "The use of end-to-end multi-cast measurements for characterizing internal network behavior," IEEE Commun. Mag., vol. 38, pp. 152-159, May 2000.
3. M. Coates, M. Rabbat, and R. Nowak, "Merging logical toplogies using end-to-end measurements," in Proc. ACM Internet Measurement Conf., Miami Beach, FL, Oct. 2003, pp. 192-203.
4. Y. Zhang, M. Roughan, C. Lund, and D. Donoho, "An information-theoretic approach to traffic matrix estimation," in Proc. ACM SIGCOMM Conf., Karlsruhe, Germany, Oct. 2003, pp. 301-312.
5. A. Hussain, J. Heidemann, and C. Papadopoulos, "A framework for classifying denial of service attacks," in Proc. ACM SIGCOMM Conf., Karlsruhe, Germany, Aug. 2003, pp. 99-110.
6. D. Katabi and C. Blake, "Inferring congestion sharing and path characteristics from packet inter-arrival times," MIT, Laboratory Comput. Sci., Tech. Rep. MIT-LCS-TR-828, 2001.
7. C. Estan, S. Savage, and G. Varghese, "Automatically inferring patterns of resource consumption in network traffic," in Proc. ACM SIGCOMM Conf., Karlsruhe, Germany, Aug. 2003, pp. 137-149.
8. P. Huang, A. Feldmann, and W. Willinger, "A non-intrusive, wavelet-based approach to detecting network performance problems," in Proc. ACM SIGCOMM Internet Measurement Workshop, San Francisco Bay Area, U.S.A., Nov. 2001, pp. 213-227.
9. C. Partridge, D. Cousins, A.W. Jackson, R. Krishnan, T. Saxena, and W.T. Strayer, "Using signal processing to analyze wireless data traffic," in Proc. ACM Workshop Wireless Security, Atlanta, GA, U.S.A., Sept. 2002, pp. 67-76.
10. A. Hussain, J. Heidemann, and C. Papadopoulos, "Identification of repeated denial of service attacks," in Proc. IEEE Infocom, Barcelona, Spain, 2006.