A Heuristic Genetic Neural Network for Intrusion Detection

@article{Zhang2011AHG,
  title={A Heuristic Genetic Neural Network for Intrusion Detection},
  author={Biying Zhang},
  journal={2011 International Conference on Internet Computing and Information Services},
  year={2011},
  pages={510-513}
}
  • Biying Zhang
  • Published 2011 in
    2011 International Conference on Internet…
In order to model normal behaviors accurately and improve the performance of intrusion detection, a heuristic genetic neural network(HGNN) is presented. Feature selection, structure design and weight adaptation are evolved jointly in consideration of the interdependence of input features, network structure and connection weights. The penalty factors for the number of input nodes and hidden nodes are introduced into fitness function. The crossover operator based on generated subnet is adopted… CONTINUE READING
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