Deep Q-network-based heuristic intrusion detection against edge-based SIoT zero-day attacks

Distributed attack detection scheme using deep learning approach for Internet of Things

Abebe Diro · Future Generation Computer Systems · 2017 · 1K citations

Computing, Computer Science, Cybersecurity +14

Network Intrusion Detection for IoT Security Based on Learning Techniques

Nadia Chaabouni, Mohamed Mosbah, Akka Zemmari et al. · IEEE Communications Surveys & Tutorials · 2019 · 919 citations

Computing, Computer Science, Cybersecurity +15

Federated Deep Learning for Zero-Day Botnet Attack Detection in IoT-Edge Devices

Segun I. Popoola, Ruth Ande, Bamidele Adebisi et al. · IEEE Internet of Things Journal · 2021 · 325 citations · Full text

Computing, Computer Science, Cybersecurity +17

Social Internet of Things (SIoT): Foundations, thrust areas, systematic review and future directions

Roopa M.S., Santosh Pattar, Rajkumar Buyya et al. · Computer Communications · 2019 · 197 citations · Full text

Computing, Information Systems, Information Technology +16

A Secure Mobile Crowdsensing Game With Deep Reinforcement Learning

Liang Xiao, Yanda Li, Guoan Han et al. · IEEE Transactions on Information Forensics and Security · 2017 · 177 citations

Computing, Computer Science, Cybersecurity +17