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An Improvised k-NN Respecting Diversity of Data for Network Intrusion Detection

Network Intrusion Detection is a complex classification problem aimed at discriminating the legitimate from illegitimate and potentially harmful network connections over the communication network. What adds to the complexity of the problem is the near real-time response to a threat, imbalanced datasets to deal with and finally the data being mixed ...