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IEEE6d
A New Method to Improve the CNN Configuration for IoT Attack Detection Problem Based on the Genetic Algorithm and Multi-Objective Approach
Abstract: This paper proposes a new method to enhance the configuration of convolutional neural network for IoT attack detection ... genetic algorithm; it is used to select promising chromosomes after ...
IEEE6d
A Deep 1-D CNN and Bidirectional LSTM Ensemble Model With Arbitration Mechanism for LDDoS Attack Detection
Next, a competitive network composed of 1-D Convolutional Neural Network (1-D CNN) and a bidirectional ... in the revised ISCX-2016-SlowDos flow-based dataset. Experimental results demonstrate that ...