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This paper focuses on designing an Intrusion Detection System(IDS), which detects the family of attack in a dataset. An IDS detects various types of malicious traffic and computer usage which cannot be detected by a conventional firewall. In this proposed work, the data is extracted from UNSW_NB15 dataset. To identify the data cluster centers, the k means algorithm is used. A new and one dimensional...
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