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IEEE Access· 2019Q1

Deep Learning Approach for Intelligent Intrusion Detection System

R. Vinayakumar, Mamoun Alazab, K. P. Soman, Prabaharan Poornachandran et al.

Short summary

A novel deep neural network (DNN) framework, scale-hybrid-IDS-AlertNet, demonstrates superior performance in detecting and classifying cyberattacks compared to classical machine learning classifiers across multiple benchmark datasets.

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Field: Computer Networks and Communications

Computer Networks and CommunicationsComputer Science