| 2026 | PAKDD | A Survey on Advances of Foundation Models in Federated Learning. | Shunan Zhu, Jiawei Chen, Hideya Ochiai |
| 2025 | CVPR | Associative Transformer. | Yuwei Sun, Hideya Ochiai, Zhirong Wu, Stephen Lin, Ryota Kanai |
| 2024 | AAAI | Bidirectional Contrastive Split Learning for Visual Question Answering. | Yuwei Sun, Hideya Ochiai |
| 2024 | ICISSP | Banking Malware Detection: Leveraging Federated Learning with Conditional Model Updates and Client Data Heterogeneity. | Nahid Ferdous Aurna, Md Delwar Hossain, Hideya Ochiai, Yuzo Taenaka, Latifur Khan, Youki Kadobayashi |
| 2024 | ICISSP | Vision Based Malware Classification Using Deep Neural Network with Hybrid Data Augmentation. | Md. Mahbubur Rahman, Md Delwar Hossain, Hideya Ochiai, Youki Kadobayashi, Tanjim Sakib, Syed Taha Yeasin Ramadan |
| 2024 | IJCNN | Instance-Level Trojan Attacks on Visual Question Answering via Adversarial Learning in Neuron Activation Space. | Yuwei Sun, Hideya Ochiai, Jun Sakuma |
| 2024 | WiMob | Neuron Personalization of Collaborative Federated Learning via Device-to-Device Communications. | Ryusei Higuchi, Hiroshi Esaki, Hideya Ochiai |
| 2024 | WiMob | Tuning Detection Transformer with Device-to-Device Communication for Mission-Oriented Object Detection. | Ryuhei Yamaguchi, Hideya Ochiai |
| 2023 | MOBIHOC | Detection of Global Anomalies on Distributed IoT Edges with Device-to-Device Communication. | Hideya Ochiai, Riku Nishihata, Eisuke Tomiyama, Yuwei Sun, Hiroshi Esaki |
| 2023 | WFCS | Electricity Theft Detection for Smart Homes with Knowledge-Based Synthetic Attack Data. | Olufemi Abiodun Abraham, Hideya Ochiai, Md Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi |
| 2023 | WFCS | Attacker Localization with Machine Learning in RS-485 Industrial Control Networks. | Hideya Ochiai, Md Delwar Hossain, Youki Kadobayashi, Hiroshi Esaki |
| 2022 | ACML | Feature Distribution Matching for Federated Domain Generalization. | Yuwei Sun, Ng S. T. Chong, Hideya Ochiai |
| 2022 | IJCNN | Semi-Targeted Model Poisoning Attack on Federated Learning via Backward Error Analysis. | Yuwei Sun, Hideya Ochiai, Jun Sakuma |
| 2022 | IPCCC | Unsupervised Anomaly Detection in RS-485 Traffic using Autoencoders with Unobtrusive Measurement. | Pawissakan Chirupphapa, Md Delwar Hossain, Hiroshi Esaki, Hideya Ochiai |
| 2022 | SMC | Federated Phish Bowl: LSTM-Based Decentralized Phishing Email Detection. | Yuwei Sun, Ng S. T. Chong, Hideya Ochiai |
| 2022 | WiMob | Decentralized P2P Federated Learning on Ad-hoc Like Networks with Non-IID Dataset. | Qingzhe Jin, Hideya Ochiai |
| 2022 | SOUPS | DualCheck: Exploiting Human Verification Tasks for Opportunistic Online Safety Microlearning. | Ryo Yoshikawa, Hideya Ochiai, Koji Yatani |
| 2021 | CISS | Deep Learning-Based Anomaly Detection in LAN from Raw Network Traffic Measurement. | Yuwei Sun, Hideya Ochiai, Hiroshi Esaki |
| 2021 | VTC | Roadside-Assisted Cooperative Planning using Future Path Sharing for Autonomous Driving. | Mai Hirata, Manabu Tsukada, Keisuke Okumura, Yasumasa Tamura, Hideya Ochiai, Xavier Dfago |
| 2021 | SMC | Information Stealing in Federated Learning Systems Based on Generative Adversarial Networks. | Yuwei Sun, Ng S. T. Chong, Hideya Ochiai |
| 2020 | CISS | Text-based Malicious Domain Names Detection Based on Variational Autoencoder And Supervised Learning. | Yuwei Sun, Ng S. T. Chong, Hideya Ochiai |
| 2020 | COMPSAC | Scan-Based Self Anomaly Detection: Client-Side Mitigation of Channel-Based Man-in-the-Middle Attacks Against Wi-Fi. | Sheng Gong, Hideya Ochiai, Hiroshi Esaki |
| 2020 | COMPSAC | Long Short-Term Memory-Based Intrusion Detection System for In-Vehicle Controller Area Network Bus. | Md Delwar Hossain, Hiroyuki Inoue, Hideya Ochiai, Doudou Fall, Youki Kadobayashi |
| 2020 | GLOBECOM | An Effective In-Vehicle CAN Bus Intrusion Detection System Using CNN Deep Learning Approach. | Md Delwar Hossain, Hiroyuki Inoue, Hideya Ochiai, Doudou Fall, Youki Kadobayashi |
| 2020 | ICMLA | Blockchain-Based Federated Learning Against End-Point Adversarial Data Corruption. | Yuwei Sun, Hiroshi Esaki, Hideya Ochiai |
| 2020 | IJCNN | Intrusion Detection with Segmented Federated Learning for Large-Scale Multiple LANs. | Yuwei Sun, Hideya Ochiai, Hiroshi Esaki |
| 2020 | ISI | XGBoosted Misuse Detection in LAN-Internal Traffic Dataset. | Zhiqing Zhang, Pawissakan Chirupphapa, Hiroshi Esaki, Hideya Ochiai |
| 2020 | SmartComp | Mitigating Privacy Leak by Injecting Unique Noise into the Traffic of Smart Speakers. | Rikuta Furuta, Hideya Ochiai, Hiroshi Esaki |
| 2018 | COMPSAC | Message from the BIOT 2018 Workshop Organizers. | Hideya Ochiai, Kurt Geihs, Susumu Takeuchi |
| 2017 | UCC | IoT WebSocket Connection Management Algorithm for Early Warning Earthquake Alert Applications. | Ajinkya Mulay, Hideya Ochiai, Hiroshi Esaki |
| 2016 | COMPSAC | Message from the BIOT Workshop Organizers. | Hideya Ochiai, Kurt Geihs, Susumu Takeuchi, Jun Suzuki |
| 2015 | COMPSAC | Message from the BIOT 2015 Workshop Organizers. | Hideya Ochiai, Susumu Takeuchi, Kurt Geihs, Ting-Yun Chi |
| 2014 | COMPSAC | Facility Information Management on HBase: Large-Scale Storage for Time-Series Data. | Hideya Ochiai, Hiroyuki Ikegami, Yuuichi Teranishi, Hiroshi Esaki |
| 2014 | UIC | Case Study of Constructing Weather Monitoring System in Difficult Environment. | Masato Yamanouchi, Hideya Ochiai, Y. K. Reddy, Hiroshi Esaki, Hideki Sunahara |
| 2011 | WoWMoM | Hop-by-hop reliable, parallel message propagation for intermittently-connected mesh networks. | Hideya Ochiai, Masaya Nakayama, Hiroshi Esaki |
| 2010 | PERCOM | Message Deletion and Mobility Patterns for Efficient Message Delivery in DTNs. | Kaveevivitchai Sathita, Hideya Ochiai, Hiroshi Esaki |