INTERNATIONAL JOURNAL OF ENGINEERING SCIENCES & MANAGEMENT A NOVEL METHOD FOR INTRUSION DETECTION BASED ON ECC AND RADIAL BIAS FEED FORWORD NETWORK
Deepak Kumar Rathore, Anurag Kumar Jain · 2012
In this paper Neural Network model combined with prototype clustering and classification for fast and accurate detection of intrusion in host ba sed system. Previous RBF suffered from grouping of pattern of intrusion, now this problem are reduced using Distance variable ensemble cluster classification and increase the rate of det ection of infected data in host system. Our methodology test in KDD CUP 99 and calculate the rate of detection Accuracy, Precision, Recall, False positive rate, false negative rate, t rue positive rate, True negative rate.