Collaborative Intrusion Detection System for SDVN: A Fairness Federated Deep Learning Approach - Cui, Jie; Sun, Hu; Zhong, Hong; Zhang, Jing; Wei, Lu; Bolodurina, Irina; He, Debiao (IEEE transactions on parallel and distributed systems, 2023)
Keywords: Clients; Collaboration; Collaborative intrusion detection system; Computational modeling; Constraints; Convolutional neural network; Cybersecurity; Data models; Deep learning; Federated deep learning; Gradient optimization; Intelligent transportation system; Intelligent transportation systems; Intrusion detection; Intrusion detection systems; Mobile ad hoc networks; Multiple objective analysis; Pareto optimization; Security; Software; Software-defined networking; Training; Transportation networks; Vehicular ad hoc networks