Hideya Ochiai

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 102

Top Venues

Publications

Nahid Ferdous Aurna, Md Delwar Hossain, Hideya Ochiai, Yuzo Taenaka, Latifur Khan, Youki Kadobayashi
Banking Malware Detection: Leveraging Federated Learning with Conditional Model Updates and Client Data Heterogeneity. ICISSP (2024)
Takuya Sakamoto, Yuji Aizono, Hideya Ochiai, Hiroshi Esaki
Augmenting Room Light Patterns for Building Automation with Camera Images and Vision Transformer. KST (2024)
Md. Mahbubur Rahman, Md Delwar Hossain, Hideya Ochiai, Youki Kadobayashi, Tanjim Sakib, Syed Taha Yeasin Ramadan
Vision Based Malware Classification Using Deep Neural Network with Hybrid Data Augmentation. ICISSP (2024)
Yudai Ueda, Hideya Ochiai, Hiroshi Esaki
Device-to-Device Collaborative Learning for Self-Localization with Previous Model Utilization. KST (2024)
Hideya Ochiai, Riku Nishihata, Eisuke Tomiyama, Yuwei Sun, Hiroshi Esaki
Detection of Global Anomalies on Distributed IoT Edges with Device-to-Device Communication. CoRR (2024)
Yuwei Sun, Hideya Ochiai, Jun Sakuma
Attacking-Distance-Aware Attack: Semi-targeted Model Poisoning on Federated Learning. IEEE Trans. Artif. Intell. 5 (2) (2024)
Yuji Aizono, Takuya Sakamoto, Hideya Ochiai, Hiroshi Esaki
Building Automation with Vision Transformer Using Synthetic Indoor Images for Room Light Control. KST (2024)
Yuwei Sun, Hideya Ochiai
Bidirectional Contrastive Split Learning for Visual Question Answering. AAAI (2024)
Olufemi Abiodun Abraham, Hideya Ochiai, Md Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi
Electricity Theft Detection for Smart Homes: Harnessing the Power of Machine Learning With Real and Synthetic Attacks. IEEE Access 12 (2024)
Atsuya Muramatsu, Hideya Ochiai, Hiroshi Esaki
Tuning Personalized Models by Two-Phase Parameter Decoupling with Device-to-Device Communication. KST (2024)
Ei Ei Mon, Hideya Ochiai, Chaodit Aswakul
Application of Traffic Light Control in Oversaturated Urban Network Using Multi-Agent Deep Reinforcement Learning. IEEE Access 12 (2024)
Ryo Iwaki, Jin Nakazato, Muhammad Asad, Ehsan Javanmardi, Kazuki Maruta, Manabu Tsukada, Hideya Ochiai, Hiroshi Esaki
Optimizing mmWave Beamforming for High-Speed Connected Autonomous Vehicles: An Adaptive Approach. CCNC (2024)
Xiaodi Li, Md. Delwar Hossain, Hideya Ochiai, Latifur Khan
2MiCo: A Contrastive Semi-Supervised Method with Double Mixup for Smart Meter Modbus RS-485 Communication Security. BigDataSecurity/HPSC/IDS (2023)
Hideya Ochiai, Md. Delwar Hossain, Pawissakan Chirupphapa, Youki Kadobayashi, Hiroshi Esaki
Modbus/RS-485 Attack Detection on Communication Signals with Machine Learning. IEEE Commun. Mag. 61 (6) (2023)
Yusuke Sugizaki, Hideya Ochiai, Muhammad Asad, Manabu Tsukada, Hiroshi Esaki
Wireless Ad-Hoc Federated Learning for Cooperative Map Creation and Localization Models. WF-IoT (2023)
Ryusei Higuchi, Hiroshi Esaki, Hideya Ochiai
Personalized Wireless Ad Hoc Federated Learning for Label Preference Skew. WF-IoT (2023)
Yuwei Sun, Hideya Ochiai, Zhirong Wu, Stephen Lin, Ryota Kanai
Associative Transformer Is A Sparse Representation Learner. CoRR (2023)
Sadaf Md. Halim, Md Delwar Hossain, Latifur Khan, Anoop Singhal, Hiroyuki Inoue, Hideya Ochiai, Kevin W. Hamlen, Youki Kadobayashi
Securing Smart Vehicles Through Federated Learning. FPS (1) (2023)
Hideya Ochiai, Md. Delwar Hossain, Youki Kadobayashi, Hiroshi Esaki
Attacker Localization with Machine Learning in RS-485 Industrial Control Networks. WFCS (2023)
Eisuke Tomiyama, Hiroshi Esaki, Hideya Ochiai
Competitive and Asynchronous Decentralized Federated Learning with Blockchain Smart Contracts. GoodIT (2023)
Md. Delwar Hossain, Hideya Ochiai, Latifur Khan, Youki Kadobayashi
Smart Meter Modbus RS-485 Intrusion Detection by Federated Learning Approach. ICCAE (2023)
Hideya Ochiai, Atsuya Muramatsu, Yudai Ueda, Ryuhei Yamaguchi, Kazuhiro Katoh, Hiroshi Esaki
Tuning Vision Transformer with Device-to-Device Communication for Targeted Image Recognition. WF-IoT (2023)
Olufemi Abiodun Abraham, Hideya Ochiai, Md. Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi
Electricity Theft Detection for Smart Homes with Knowledge-Based Synthetic Attack Data. WFCS (2023)
Yuwei Sun, Hideya Ochiai, Jun Sakuma
Instance-level Trojan Attacks on Visual Question Answering via Adversarial Learning in Neuron Activation Space. CoRR (2023)
Hideya Ochiai, Riku Nishihata, Eisuke Tomiyama, Yuwei Sun, Hiroshi Esaki
Detection of Global Anomalies on Distributed IoT Edges with Device-to-Device Communication. MobiHoc (2023)
Sevvandi Kandanaarachchi, Mahdi Abolghasemi, Hideya Ochiai, Asha Rao
Detecting inner-LAN anomalies using hierarchical forecasting. CoRR (2023)
Ryusei Higuchi, Hiroshi Esaki, Hideya Ochiai
Collaborative Multi-Task Learning across Internet Edges with Device-to-Device Communications. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2023)
Ryusei Higuchi, Hideya Ochiai, Hiroshi Esaki
Honeypot-Assisted Masquerade Detection with Character-Level Machine Learning. KST (2023)
Eisuke Tomiyama, Hiroshi Esaki, Hideya Ochiai
WAFL-GAN: Wireless Ad Hoc Federated Learning for Distributed Generative Adversarial Networks. KST (2023)
Olufemi Abiodun Abraham, Hideya Ochiai, Kabid Hassan Shibly, Md. Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi
Unauthorized Power Usage Detection Using Gradient Boosting Classifier in Disaggregated Smart Meter Home Network. FNWF (2022)
Hideya Ochiai, Yuwei Sun, Qingzhe Jin, Nattanon Wongwiwatchai, Hiroshi Esaki
Wireless Ad Hoc Federated Learning: A Fully Distributed Cooperative Machine Learning. CoRR (2022)
Ryo Yoshikawa, Hideya Ochiai, Koji Yatani
DualCheck: Exploiting Human Verification Tasks for Opportunistic Online Safety Microlearning. SOUPS @ USENIX Security Symposium (2022)
Qingzhe Jin, Hideya Ochiai
Decentralized P2P Federated Learning on Ad-hoc Like Networks with Non-IID Dataset. WiMob (2022)
Yuwei Sun, Ng S. T. Chong, Hideya Ochiai
Federated Phish Bowl: LSTM-Based Decentralized Phishing Email Detection. SMC (2022)
Manabu Tsukada, Shimpei Arii, Hideya Ochiai, Hiroshi Esaki
Misbehavior Detection Using Collective Perception under Privacy Considerations. CCNC (2022)
Yuwei Sun, Hideya Ochiai
Homogeneous Learning: Self-Attention Decentralized Deep Learning. IEEE Access 10 (2022)
Yuwei Sun, Hideya Ochiai
UniCon: Unidirectional Split Learning with Contrastive Loss for Visual Question Answering. CoRR (2022)
Yuwei Sun, Hideya Ochiai, Jun Sakuma
Semi-Targeted Model Poisoning Attack on Federated Learning via Backward Error Analysis. CoRR (2022)
Yuwei Sun, Hideya Ochiai, Hiroshi Esaki
Suspicious ARP Activity Detection and Clustering Based on Autoencoder Neural Networks. CCNC (2022)
Yuwei Sun, Hideya Ochiai, Jun Sakuma
Semi-Targeted Model Poisoning Attack on Federated Learning via Backward Error Analysis. IJCNN (2022)
Norrathep Rattanavipanon, Donlapark Ponnoprat, Hideya Ochiai, Kuljaree Tantayakul, Touchai Angchuan, Sinchai Kamolphiwong
Detecting Anomalous LAN Activities under Differential Privacy. CoRR (2022)
Sevvandi Kandanaarachchi, Hideya Ochiai, Asha Rao
Honeyboost: Boosting honeypot performance with data fusion and anomaly detection. Expert Syst. Appl. 201 (2022)
Naoya Tezuka, Hideya Ochiai, Yuwei Sun, Hiroshi Esaki
Resilience of Wireless Ad Hoc Federated Learning against Model Poisoning Attacks. CoRR (2022)
Md. Delwar Hossain, Hideya Ochiai, Tatsuya Arisawa, Youki Kadobayashi
Smart Meter Modbus RS-485 Spoofing Attack Detection by LSTM Deep Learning Approach. SDS (2022)
Yuwei Sun, Hideya Ochiai, Hiroshi Esaki
Decentralized Deep Learning for Multi-Access Edge Computing: A Survey on Communication Efficiency and Trustworthiness. IEEE Trans. Artif. Intell. 3 (6) (2022)
Yuwei Sun, Ng S. T. Chong, Hideya Ochiai
Feature Distribution Matching for Federated Domain Generalization. ACML (2022)
Koki Fujita, Shugo Fujimura, Yuwei Sun, Hiroshi Esaki, Hideya Ochiai
Federated Reinforcement Learning for the Building Facilities. COINS (2022)
Yuwei Sun, Ng S. T. Chong, Hideya Ochiai
Multi-Source Domain Adaptation Based on Federated Knowledge Alignment. CoRR (2022)
Pawissakan Chirupphapa, Md. Delwar Hossain, Hiroshi Esaki, Hideya Ochiai
Unsupervised Anomaly Detection in RS-485 Traffic using Autoencoders with Unobtrusive Measurement. IPCCC (2022)
Naoya Tezuka, Hideya Ochiai, Yuwei Sun, Hiroshi Esaki
Resilience of Wireless Ad Hoc Federated Learning against Model Poisoning Attacks. TPS-ISA (2022)
Pawissakan Chirupphapa, Hiroshi Esaki, Hideya Ochiai
Feature Extraction Pipeline and Analysis of Suspicious Events in Large-Scale LANs for Cyberattack Categorization. BDE (2022)
Shugo Fujimura, Koki Fujita, Yuwei Sun, Hiroshi Esaki, Hideya Ochiai
A Flexible Distributed Building Simulator for Federated Reinforcement Learning. COINS (2022)
Yuwei Sun, Ng S. T. Chong, Hideya Ochiai
Information Stealing in Federated Learning Systems Based on Generative Adversarial Networks. CoRR (2021)
Sevvandi Kandanaarachchi, Hideya Ochiai, Asha Rao
Honeyboost: Boosting honeypot performance with data fusion and anomaly detection. CoRR (2021)
Meatasit Karakate, Hiroshi Esaki, Hideya Ochiai
SDNHive: A Proof-of-Concept SDN and Honeypot System for Defending Against Internal Threats. ICCNS (2021)
Yuwei Sun, Ng S. T. Chong, Hideya Ochiai
Information Stealing in Federated Learning Systems Based on Generative Adversarial Networks. SMC (2021)
Yuyi Cai, Manabu Tsukada, Hideya Ochiai, Hiroshi Esaki
MAC address randomization tolerant crowd monitoring system using Wi-Fi packets. CoRR (2021)
Mai Hirata, Manabu Tsukada, Keisuke Okumura, Yasumasa Tamura, Hideya Ochiai, Xavier Défago
Roadside-assisted Cooperative Planning using Future Path Sharing for Autonomous Driving. CoRR (2021)
Yuwei Sun, Ng S. T. Chong, Hideya Ochiai
Privacy-Preserving Phishing Email Detection Based on Federated Learning and LSTM. CoRR (2021)
Yuwei Sun, Hideya Ochiai
Homogeneous Learning: Self-Attention Decentralized Deep Learning. CoRR (2021)
Manabu Tsukada, Shimpei Arii, Hideya Ochiai, Hiroshi Esaki
Misbehavior Detection Using Collective Perception under Privacy Considerations. CoRR (2021)
Yuwei Sun, Hiroshi Esaki, Hideya Ochiai
Adaptive Intrusion Detection in the Networking of Large-Scale LANs With Segmented Federated Learning. IEEE Open J. Commun. Soc. 2 (2021)
Yuwei Sun, Hideya Ochiai, Hiroshi Esaki
Suspicious ARP Activity Detection and Clustering Based on Autoencoder Neural Networks. CoRR (2021)
Yuyi Cai, Manabu Tsukada, Hideya Ochiai, Hiroshi Esaki
MAC address randomization tolerant crowd monitoring system using Wi-Fi packets. AINTEC (2021)
Mai Hirata, Manabu Tsukada, Keisuke Okumura, Yasumasa Tamura, Hideya Ochiai, Xavier Défago
Roadside-Assisted Cooperative Planning using Future Path Sharing for Autonomous Driving. VTC Fall (2021)
Yuwei Sun, Hideya Ochiai, Hiroshi Esaki
Intrusion Measurement and Detection in LAN Using Protocol-Wise Associative Memory. ICAIIC (2021)
Yuwei Sun, Ng S. T. Chong, Hideya Ochiai
Network Flows-Based Malware Detection Using A Combined Approach of Crawling And Deep Learning. ICC (2021)
Yuwei Sun, Hideya Ochiai, Hiroshi Esaki
Multi-Type Anomaly Detection Based on Raw Network Traffic. CCNC (2021)
Yuwei Sun, Hideya Ochiai, Hiroshi Esaki
Deep Learning-Based Anomaly Detection in LAN from Raw Network Traffic Measurement. CISS (2021)
Yuwei Sun, Hideya Ochiai, Hiroshi Esaki
Decentralized Deep Learning for Mobile Edge Computing: A Survey on Communication Efficiency and Trustworthiness. CoRR (2021)
Abdulaziz Aborujilah, Rasheed Mohammad Nassr, AbdulAleem Al-Othmani, Nor Azlina Ali, Zalizah Awang Long, Mohd Nizam Husen, Tawfik Al Hadhrami, Hideya Ochiai
SMOTE-Based Framework for IoT Botnet Attack Detection. ACeS (2020)
Zhiqing Zhang, Pawissakan Chirupphapa, Hiroshi Esaki, Hideya Ochiai
XGBoosted Misuse Detection in LAN-Internal Traffic Dataset. ISI (2020)
Yuwei Sun, Hideya Ochiai, Hiroshi Esaki
Intrusion Detection with Segmented Federated Learning for Large-Scale Multiple LANs. IJCNN (2020)
Rikuta Furuta, Hideya Ochiai, Hiroshi Esaki
Mitigating Privacy Leak by Injecting Unique Noise into the Traffic of Smart Speakers. SMARTCOMP (2020)
Md Delwar Hossain, Hiroyuki Inoue, Hideya Ochiai, Doudou Fall, Youki Kadobayashi
An Effective In-Vehicle CAN Bus Intrusion Detection System Using CNN Deep Learning Approach. GLOBECOM (2020)
Yuwei Sun, Ng S. T. Chong, Hideya Ochiai
Text-based Malicious Domain Names Detection Based on Variational Autoencoder And Supervised Learning. CISS (2020)
Md Delwar Hossain, Hiroyuki Inoue, Hideya Ochiai, Doudou Fall, Youki Kadobayashi
Long Short-Term Memory-Based Intrusion Detection System for In-Vehicle Controller Area Network Bus. COMPSAC (2020)
Md Delwar Hossain, Hideya Ochiai, Doudou Fall, Youki Kadobayashi
LSTM-based Network Attack Detection: Performance Comparison by Hyper-parameter Values Tuning. CSCloud/EdgeCom (2020)
Md Delwar Hossain, Hideya Ochiai, Doudou Fall, Youki Kadobayashi
SSH and FTP brute-force Attacks Detection in Computer Networks: LSTM and Machine Learning Approaches. ICCCS (2020)
Md Delwar Hossain, Hiroyuki Inoue, Hideya Ochiai, Doudou Fall, Youki Kadobayashi
LSTM-Based Intrusion Detection System for In-Vehicle Can Bus Communications. IEEE Access 8 (2020)
Yuwei Sun, Hiroshi Esaki, Hideya Ochiai
Blockchain-Based Federated Learning Against End-Point Adversarial Data Corruption. ICMLA (2020)
Yuwei Sun, Russ Tedrake, Hideya Ochiai
Trajectory Optimization for An Autonomous Vehicle Driving across Stochastic Traffic Flows based on Direct Collocation. ICCAD (2020)
Sheng Gong, Hideya Ochiai, Hiroshi Esaki
Scan-Based Self Anomaly Detection: Client-Side Mitigation of Channel-Based Man-in-the-Middle Attacks Against Wi-Fi. COMPSAC (2020)
Kai Matsufuji, Satoru Kobayashi, Hiroshi Esaki, Hideya Ochiai
ARP Request Trend Fitting for Detecting Malicious Activity in LAN. IMCOM (2019)
Ei Ei Mon, Hideya Ochiai, Chaiyachet Saivichit, Chaodit Aswakul
Recurrent and Non-recurrent Congestion Based Gridlock Detection on Chula-SSS Urban Road Network. SUMO (2019)
Abdulaziz Aborujilah, Rasheed Mohammad Nassr, Tawfik Al Hadhrami, Mohd Nizam Husen, Nor Azlina Ali, AbdulAleem Al-Othmani, Nur Syahela, Hideya Ochiai
Security Assessment Model to Analysis DOS Attacks in WSN. IRICT (2019)
Hyuga Kobayashi, Zhiqing Zhang, Hideya Ochiai, Hiroshi Esaki
Probing Firewalls of Malware-Infected Networks with Honeypot. CFI (2019)
Porapat Ongkanchana, Hiroshi Esaki, Hideya Ochiai
A Rule-Based Algorithm of Finding Valid Hosts for IoT Device Using Its Network Traffic. IMCOM (2019)
Supanat Limjitti, Hideya Ochiai, Hiroshi Esaki, Kunwadee Sripanidkulchai
IoT-VuLock: Locking IoT Device Vulnerability with Enhanced Network Scans. IMCOM (2019)
Zhiqing Zhang, Hiroshi Esaki, Hideya Ochiai
Analysis of Malware Hidden Behind Firewalls with Back Scans. ISDFS (2019)
Manabu Tsukada, Masahiro Kitazawa, Takaharu Oi, Hideya Ochiai, Hiroshi Esaki
Cooperative awareness using roadside unit networks in mixed traffic. VNC (2019)
Mohd. Saalim Jamal, Venkata Keerthy S, Hideya Ochiai, Hiroshi Esaki, Kotaro Kataoka
INSTRUCT: A Clustering Based Identification of Valid Communications in IoT Networks. IoTSMS (2018)
Hideya Ochiai, Kurt Geihs, Susumu Takeuchi
Message from the BIOT 2018 Workshop Organizers. COMPSAC (2) (2018)
Zhiqing Zhang, Hideya Ochiai, Hiroshi Esaki
An IoT Application-Layer Protocol Modem: A Case Study on Interfacing IEEE 1888 with AT Commands. CyberC (2017)
Hideya Ochiai, Zhiqing Zhang, Hiroto Kitamura, Hiroshi Esaki
IR-XY-PV: Infrared Multihop Communication for XY-Coordinated PV Modules. AINTEC (2017)
Ajinkya Mulay, Hideya Ochiai, Hiroshi Esaki
IoT WebSocket Connection Management Algorithm for Early Warning Earthquake Alert Applications. UCC (Companion") (2017)
Tomoya Kitazato, Manabu Tsukada, Hideya Ochiai, Hiroshi Esaki
Proxy cooperative awareness message: an infrastructure-assisted V2V messaging. ICMU (2016)
Hideya Ochiai, Kurt Geihs, Susumu Takeuchi, Jun Suzuki
Message from the BIOT Workshop Organizers. COMPSAC Workshops (2016)
Hideya Ochiai, Hiroyuki Ikegami
PPLC-PV: A pulse power line communication for series-connected PV monitoring. SmartGridComm (2016)
Hoan Tran Quoc, Hideya Ochiai, Hiroshi Esaki
Hidden topics modeling approach for review quality prediction and classification. SoCPaR (2015)

Hideya Ochiai.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Hideya Ochiai