Intrusion Detection System Platform Based on Light-Weighted Hybrid Artificial Immune Algorithms

Detectors generation algorithm plays an important role in IDS. In this paper, an IDS platform based on light-weighted HIDS is bought up. Firstly raw data is extracted by PCA for effective detection. And then detector generation algorithms based on NSA, SCSA, DCSA are implemented and simulated on PCA processed data. Tests have proved their efficiency. Hybrid intrusion detection is designed for real time detection and high detection rate. Finally, a comprehensive IDS platform is designed combining all above algorithms to compare performances and further study.