A comprehensive intrusion detection method for the internet of vehicles based on federated learning architecture

Toward Generating a New Intrusion Detection Dataset and Intrusion Traffic Characterization

Iman Sharafaldin, Arash Habibi Lashkari, Ali A. Ghorbani · 2018 · 4.3K citations · Full text

Computing, Computer Engineering, Computer Science +14

A Deep Learning Approach to Network Intrusion Detection

Nathan Shone, Trần Nguyên Ngọc, Qi Shi · IEEE Transactions on Emerging Topics in Computational Intelligence · 2018 · 1.7K citations · Full text

Computing, Computer Science, Cybersecurity +17

DeepFed: Federated Deep Learning for Intrusion Detection in Industrial Cyber–Physical Systems

Beibei Li, Yuhao Wu, Jiarui Song et al. · IEEE Transactions on Industrial Informatics · 2020 · 568 citations

Computing, Computer Science, Cybersecurity +17

In-vehicle network intrusion detection using deep convolutional neural network

Hyun Min Song, Jiyoung Woo, Huy Kang Kim · Vehicular Communications · 2019 · 551 citations

Computing, Computer Science, Cybersecurity +14

Distributed Federated Learning for Ultra-Reliable Low-Latency Vehicular Communications

Sumudu Samarakoon, Mehdi Bennis, Walid Saad et al. · IEEE Transactions on Communications · 2019 · 460 citations · Full text

Computing, Communication, Computer Systems +17