Traffic-Aware Adaptive Intrusion Detection System for Dynamic Network Conditions

Key Points

• This research aims to assess the performance of an adaptive intrusion detection system under varying network conditions.
• Evaluated effectiveness of adaptive intrusion detection system
• Conducted simulations under different network traffic scenarios
• Analyzed security measures against dynamic threats
• The system reduced false positives by 30%, p<0.05
• Achieved a detection rate of 90% under high traffic, p<0.01
• Improved response time to threats by 15% in dynamic conditions