Fast classification, calibration, and visualization of network attacks on backbone links

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

Volumn 3090, Issue , 2004, Pages 837-846

  Kim, Hyogon ^a   Kim, Jin Ho ^b   Bahk, Saewoong ^b   Kang, Inhye ^c  

^a Korea University   (South Korea)

^b Seoul National University   (South Korea)

^c University of Seoul   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPLEX NETWORKS; DENIAL-OF-SERVICE ATTACK; PATTERN RECOGNITION;

ATTACK TRAFFIC; COMPLEX PATTERN; FAST CLASSIFICATION; GEOMETRIC SHAPE; MEMORY REQUIREMENTS; ORIGINAL ALGORITHMS; PACKET ARRIVALS; REGULAR PATTERNS;

COMPUTER CRIME;

EID: 35048845232     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-25978-7_84     Document Type: Article

References (9)

1. R. B. Blazek et al., "A novel approach to detection of denial-of-service attacks via adaptive sequential and batch-sequential change-point detection methods," IEEE Systems, Man, and Cybernetics Information Assurance Workshop, June 2001.
2. G.G. Zhou, "Using Hidden Markov Model in Anomaly Intrusion Detection," http://tennis.ecs.umass.edu/ czou/research/HMM/index.htm.
3. H. Kim, "Fast Classification, Calibration, and Visualization of DoS and Scan Attacks for Backbone Links," Technical Report, June 2003, http://net.korea.ac.kr/papers/RADAR.html.
4. CAIDA, "CAIDA analysis of Code Red," http://www.caida.org/analysis/security/code-red/coderedv2_analysis.xml, July 2001.
5. CAIDA, "Analysis of the Sapphire Worm," http://www.caida.org/analysis/security/sapphire/, Jan. 30, 2003.
6. M. Poletto, "Practical Approaches to Dealing with DDoS Attacks," NANOG presentaion, May 2001. http://www.nanog.org/mtg-0105/poletto.html.
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8. David Moore, Geoffrey Voelker, and Stefan Savage, "Inferring Internet Denial-of-Service Activity," in proceedings of the 2001 USENIX Security Symposium.
9. K. Houle and J. Weaver, "Trends in Denial of Service Attack Technology," CERT Coordination Center, Oct. 2001.