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Volumn 38, Issue 1, 2008, Pages 55-59

The need for simulation in evaluating anomaly detectors

Author keywords

[No Author keywords available]

Indexed keywords

ANOMALOUS EVENTS; ANOMALY DETECTOR; EVALUATION METHODOLOGIES; EVALUATION TECHNIQUES; NETWORK ANOMALY DETECTION; OPERATIONAL NETWORK; RIGOROUS EVALUATION; SURROUNDING ENVIRONMENT;

EID: 78650720508     PISSN: 01464833     EISSN: 01464833     Source Type: Conference Proceeding    
DOI: 10.1145/1341431.1341443     Document Type: Conference Paper
Times cited : (58)

References (18)
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    • Automatically inferring patterns of resource consumption in network traffic
    • Karlsruhe, Germany
    • ESTAN, C., SAVAGE, S., AND VARGHESE, G. Automatically inferring patterns of resource consumption in network traffic. In ACM SIGCOMM (Karlsruhe, Germany, 2003), pp. 137-148.
    • (2003) ACM SIGCOMM , pp. 137-148
    • Estan, C.1    Savage, S.2    Varghese, G.3
  • 4
    • 0020083498 scopus 로고
    • The meaning and use of the area under a receiver operating characteristic (ROC) curve
    • HANLEY, J. A., AND MCNEIL, B. J. The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology 143, 1(1982), 29-36.
    • (1982) Radiology , vol.143 , Issue.1 , pp. 29-36
    • Hanley, J.A.1    McNeil, B.J.2
  • 5
    • 48349112990 scopus 로고    scopus 로고
    • Diagnosing network disruptions with network-wide analysis
    • San Diego, CA, USA
    • HUANG, Y., FEAMSTER, N., LAKHINA, A., AND XU, J. J. Diagnosing network disruptions with network-wide analysis. In ACM SIGMETRICS (San Diego, CA, USA, 2007).
    • (2007) ACM SIGMETRICS
    • Huang, Y.1    Feamster, N.2    Lakhina, A.3    Xu, J.J.4
  • 7
    • 30344486245 scopus 로고    scopus 로고
    • Crawdad: A community resource for archiving wireless data at Dartmouth
    • KOTZ, D., AND HENDERSON, T. Crawdad: A community resource for archiving wireless data at Dartmouth. IEEE Pervasive Computing 04, 4(2005), 12-14.
    • (2005) IEEE Pervasive Computing 04 , vol.4 , pp. 12-14
    • Kotz, D.1    Henderson, T.2
  • 8
    • 21844451952 scopus 로고    scopus 로고
    • Diagnosing network-wide traffic anomalies
    • Portland, Oregon, USA
    • LAKHINA, A., CROVELLA, M., AND DIOT, C. Diagnosing network-wide traffic anomalies. In ACM SIGCOMM (Portland, Oregon, USA, 2004), pp. 219-230.
    • (2004) ACM SIGCOMM , pp. 219-230
    • Lakhina, A.1    Crovella, M.2    Diot, C.3
  • 11
    • 56549110103 scopus 로고    scopus 로고
    • Sensitivity of PCA for traffic anomaly detection
    • San Diego, CA, USA
    • RINGBERG, H., SOULE, A., REXFORD, J., AND DIOT, C. Sensitivity of PCA for traffic anomaly detection. In ACM SIGMETRICS (San Diego, CA, USA, 2007).
    • (2007) ACM SIGMETRICS
    • Ringberg, H.1    Soule, A.2    Rexford, J.3    Diot, C.4
  • 15
    • 84878737375 scopus 로고    scopus 로고
    • Combining filtering and statistical methods for anomaly detection
    • Berkeley, California, USA, October
    • SOULE, A., SALAMATIAN, K., AND TAFT, N. Combining filtering and statistical methods for anomaly detection. In ACM Internet Measurement Conference (Berkeley, California, USA, October 2005).
    • (2005) ACM Internet Measurement Conference
    • Soule, A.1    Salamatian, K.2    Taft, N.3
  • 17
    • 14944356227 scopus 로고    scopus 로고
    • Online identification of hierarchical heavy hitters: Algorithms, evaluation, and applications
    • Taormina, Sicily, Italy
    • ZHANG, Y., SINGH, S., SEN, S., DUFFIELD, N., AND LUND, C. Online identification of hierarchical heavy hitters: Algorithms, evaluation, and applications. In ACM Internet Measurement Conference (Taormina, Sicily, Italy, 2004), pp. 101-114.
    • (2004) ACM Internet Measurement Conference , pp. 101-114
    • Zhang, Y.1    Singh, S.2    Sen, S.3    Duffield, N.4    Lund, C.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.