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In this paper, Massachusetts Institute of Technology Lincoln Laboratory data of network traffic (IDEVAL) as the detection of hybrid intrusion detection system performance test data. Hybrid Intrusion Detection System to obtain the results and misuse detection-based intrusion detection system compared to show that the hybrid intrusion detection system is a more powerful system