Anomaly detection in grid computing based on vector quantization

作者:Sun HW*; Lam KY; Chung SL; Gu M; Sun JG
来源:GRID AND COOPERATIVE COMPUTING GCC 2004, PROCEEDINGS, SPRINGER-VERLAG BERLIN, HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY, 883-886, 2004.

摘要

An efficient and effective intrusion detection model based the Vector Quantization (VQ) technique is proposed. This model is suitable for security monitoring in the grid computing environment. Experimental results based on this model have shown very promising performance in terms of high detection rate and low false alarm rate.