Design of intelligent KNN-based alarm filter using knowledge-based alert verification in intrusion detection

Keyphrases

• Knowledge Base 100%
• Using Knowledge 100%
• KNN-based 100%
• Alarm Filtering 100%
• Intrusion Detection 100%
• Alert Verification 100%
• Expert Knowledge 33%
• Network Environment 33%
• Network Intrusion Detection System 33%
• False Alarm 16%
• Classification Accuracy 16%
• Multi-class 16%
• Filter Method 16%
• K-nearest 16%
• Network Attacks 16%
• Rating Mechanism 16%
• Promising Solution 16%
• Critical Alarms 16%
• Intelligent Early Warning 16%

Computer Science

• Network Environment 100%
• Expert Knowledge 100%
• k-Nearest Neighbors Algorithm 100%
• Intrusion Detection 100%
• Network Intrusion Detection System 100%
• Experimental Result 50%
• Classification Accuracy 50%
• Nearest Neighbors Classifier 50%