Hideya Ochiai

LSTM-Based Intrusion Detection System for In-Vehicle Can Bus Communications

Md Delwar Hossain, Hiroyuki Inoue, Hideya Ochiai et al. · IEEE Access · 2020 · 218 citations · Full text

Hardware Security, Vehicle Communication, Engineering +13

SSH and FTP brute-force Attacks Detection in Computer Networks: LSTM and Machine Learning Approaches

Md Delwar Hossain, Hideya Ochiai, Doudou Fall et al. · 2020 5th International Conference on Computer and Communication Systems (ICCCS) · 2020 · 53 citations

Anomaly Detection, Machine Learning, Engineering +23

Decentralized Deep Learning for Multi-Access Edge Computing: A Survey on Communication Efficiency and Trustworthiness

Yuwei Sun, Hideya Ochiai, Hiroshi Esaki · IEEE Transactions on Artificial Intelligence · 2021 · 53 citations · Full text

Adaptive Intrusion Detection in the Networking of Large-Scale LANs With Segmented Federated Learning

Yuwei Sun, Hiroshi Esaki, Hideya Ochiai · IEEE Open Journal of the Communications Society · 2020 · 52 citations · Full text

Engineering, Machine Learning, Information Security +20

A DTN-Based Sensor Data Gathering for Agricultural Applications

Hideya Ochiai, Hiroki Ishizuka, Yuya Kawakami et al. · IEEE Sensors Journal · 2011 · 49 citations

Precision Agriculture, Environmental Monitoring, Engineering +16