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2020 – today
- 2023
[j7]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): 43-49 (2023)- [c79]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: 30-39 - [c78]Eisuke Tomiyama, Hiroshi Esaki, Hideya Ochiai:
Competitive and Asynchronous Decentralized Federated Learning with Blockchain Smart Contracts. GoodIT 2023: 92-99 - [c77]Md. Delwar Hossain, Hideya Ochiai, Latifur Khan, Youki Kadobayashi:
Smart Meter Modbus RS-485 Intrusion Detection by Federated Learning Approach. ICCAE 2023: 559-564 - [c76]Ryusei Higuchi, Hideya Ochiai, Hiroshi Esaki:
Honeypot-Assisted Masquerade Detection with Character-Level Machine Learning. KST 2023: 1-6 - [c75]Eisuke Tomiyama, Hiroshi Esaki, Hideya Ochiai:
WAFL-GAN: Wireless Ad Hoc Federated Learning for Distributed Generative Adversarial Networks. KST 2023: 1-6 - [c74]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: 1-8 - [c73]Hideya Ochiai, Md. Delwar Hossain, Youki Kadobayashi, Hiroshi Esaki:
Attacker Localization with Machine Learning in RS-485 Industrial Control Networks. WFCS 2023: 1-8 - [i17]Yuwei Sun, Hideya Ochiai, Jun Sakuma:
Instance-level Trojan Attacks on Visual Question Answering via Adversarial Learning in Neuron Activation Space. CoRR abs/2304.00436 (2023) - [i16]Sevvandi Kandanaarachchi, Mahdi Abolghasemi, Hideya Ochiai, Asha Rao:
Detecting inner-LAN anomalies using hierarchical forecasting. CoRR abs/2304.13941 (2023) - 2022
- [j6]Yuwei Sun, Hideya Ochiai:
Homogeneous Learning: Self-Attention Decentralized Deep Learning. IEEE Access 10: 7695-7703 (2022) - [j5]Sevvandi Kandanaarachchi, Hideya Ochiai, Asha Rao:
Honeyboost: Boosting honeypot performance with data fusion and anomaly detection. Expert Syst. Appl. 201: 117073 (2022) - [j4]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): 963-972 (2022) - [c72]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: 688-693 - [c71]Yuwei Sun, Ng S. T. Chong, Hideya Ochiai:
Feature Distribution Matching for Federated Domain Generalization. ACML 2022: 942-957 - [c70]Yuwei Sun, Hideya Ochiai, Hiroshi Esaki:
Suspicious ARP Activity Detection and Clustering Based on Autoencoder Neural Networks. CCNC 2022: 743-744 - [c69]Manabu Tsukada, Shimpei Arii, Hideya Ochiai, Hiroshi Esaki:
Misbehavior Detection Using Collective Perception under Privacy Considerations. CCNC 2022: 808-814 - [c68]Shugo Fujimura, Koki Fujita, Yuwei Sun, Hiroshi Esaki, Hideya Ochiai:
A Flexible Distributed Building Simulator for Federated Reinforcement Learning. COINS 2022: 1-6 - [c67]Koki Fujita, Shugo Fujimura, Yuwei Sun, Hiroshi Esaki, Hideya Ochiai:
Federated Reinforcement Learning for the Building Facilities. COINS 2022: 1-6 - [c66]Yuwei Sun, Hideya Ochiai, Jun Sakuma:
Semi-Targeted Model Poisoning Attack on Federated Learning via Backward Error Analysis. IJCNN 2022: 1-8 - [c65]Pawissakan Chirupphapa, Md. Delwar Hossain, Hiroshi Esaki, Hideya Ochiai:
Unsupervised Anomaly Detection in RS-485 Traffic using Autoencoders with Unobtrusive Measurement. IPCCC 2022: 17-23 - [c64]Md. Delwar Hossain, Hideya Ochiai, Tatsuya Arisawa, Youki Kadobayashi:
Smart Meter Modbus RS-485 Spoofing Attack Detection by LSTM Deep Learning Approach. SDS 2022: 47-52 - [c63]Yuwei Sun, Ng S. T. Chong, Hideya Ochiai:
Federated Phish Bowl: LSTM-Based Decentralized Phishing Email Detection. SMC 2022: 20-25 - [c62]Ryo Yoshikawa, Hideya Ochiai, Koji Yatani:
DualCheck: Exploiting Human Verification Tasks for Opportunistic Online Safety Microlearning. SOUPS @ USENIX Security Symposium 2022: 19-37 - [c61]Naoya Tezuka, Hideya Ochiai, Yuwei Sun, Hiroshi Esaki:
Resilience of Wireless Ad Hoc Federated Learning against Model Poisoning Attacks. TPS-ISA 2022: 168-177 - [c60]Qingzhe Jin, Hideya Ochiai:
Decentralized P2P Federated Learning on Ad-hoc Like Networks with Non-IID Dataset. WiMob 2022: 387-393 - [i15]Yuwei Sun, Hideya Ochiai, Jun Sakuma:
Semi-Targeted Model Poisoning Attack on Federated Learning via Backward Error Analysis. CoRR abs/2203.11633 (2022) - [i14]Yuwei Sun, Ng S. T. Chong, Hideya Ochiai:
Multi-Source Domain Adaptation Based on Federated Knowledge Alignment. CoRR abs/2203.11635 (2022) - [i13]Norrathep Rattanavipanon, Donlapark Ponnoprat, Hideya Ochiai, Kuljaree Tantayakul, Touchai Angchuan, Sinchai Kamolphiwong:
Detecting Anomalous LAN Activities under Differential Privacy. CoRR abs/2204.06704 (2022) - [i12]Hideya Ochiai, Yuwei Sun, Qingzhe Jin, Nattanon Wongwiwatchai, Hiroshi Esaki:
Wireless Ad Hoc Federated Learning: A Fully Distributed Cooperative Machine Learning. CoRR abs/2205.11779 (2022) - [i11]Yuwei Sun, Hideya Ochiai:
UniCon: Unidirectional Split Learning with Contrastive Loss for Visual Question Answering. CoRR abs/2208.11435 (2022) - [i10]Naoya Tezuka, Hideya Ochiai, Yuwei Sun, Hiroshi Esaki:
Resilience of Wireless Ad Hoc Federated Learning against Model Poisoning Attacks. CoRR abs/2211.03489 (2022) - 2021
- [j3]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: 102-112 (2021) - [c59]Yuyi Cai, Manabu Tsukada, Hideya Ochiai, Hiroshi Esaki:
MAC address randomization tolerant crowd monitoring system using Wi-Fi packets. AINTEC 2021: 27-33 - [c58]Yuwei Sun, Hideya Ochiai, Hiroshi Esaki:
Multi-Type Anomaly Detection Based on Raw Network Traffic. CCNC 2021: 1-2 - [c57]Yuwei Sun, Hideya Ochiai, Hiroshi Esaki:
Deep Learning-Based Anomaly Detection in LAN from Raw Network Traffic Measurement. CISS 2021: 1-5 - [c56]Yuwei Sun, Hideya Ochiai, Hiroshi Esaki:
Intrusion Measurement and Detection in LAN Using Protocol-Wise Associative Memory. ICAIIC 2021: 5-9 - [c55]Yuwei Sun, Ng S. T. Chong, Hideya Ochiai:
Network Flows-Based Malware Detection Using A Combined Approach of Crawling And Deep Learning. ICC 2021: 1-6 - [c54]Meatasit Karakate, Hiroshi Esaki, Hideya Ochiai:
SDNHive: A Proof-of-Concept SDN and Honeypot System for Defending Against Internal Threats. ICCNS 2021: 9-20 - [c53]Yuwei Sun, Ng S. T. Chong, Hideya Ochiai:
Information Stealing in Federated Learning Systems Based on Generative Adversarial Networks. SMC 2021: 2749-2754 - [c52]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: 1-7 - [i9]Sevvandi Kandanaarachchi, Hideya Ochiai, Asha Rao:
Honeyboost: Boosting honeypot performance with data fusion and anomaly detection. CoRR abs/2105.02526 (2021) - [i8]Yuwei Sun, Ng S. T. Chong, Hideya Ochiai:
Information Stealing in Federated Learning Systems Based on Generative Adversarial Networks. CoRR abs/2108.00701 (2021) - [i7]Yuwei Sun, Hideya Ochiai, Hiroshi Esaki:
Decentralized Deep Learning for Mobile Edge Computing: A Survey on Communication Efficiency and Trustworthiness. CoRR abs/2108.03980 (2021) - [i6]Mai Hirata, Manabu Tsukada, Keisuke Okumura, Yasumasa Tamura, Hideya Ochiai, Xavier Défago:
Roadside-assisted Cooperative Planning using Future Path Sharing for Autonomous Driving. CoRR abs/2108.04629 (2021) - [i5]Yuwei Sun, Hideya Ochiai, Hiroshi Esaki:
Suspicious ARP Activity Detection and Clustering Based on Autoencoder Neural Networks. CoRR abs/2108.09062 (2021) - [i4]Yuwei Sun, Hideya Ochiai:
Homogeneous Learning: Self-Attention Decentralized Deep Learning. CoRR abs/2110.05290 (2021) - [i3]Yuwei Sun, Ng S. T. Chong, Hideya Ochiai:
Privacy-Preserving Phishing Email Detection Based on Federated Learning and LSTM. CoRR abs/2110.06025 (2021) - [i2]Manabu Tsukada, Shimpei Arii, Hideya Ochiai, Hiroshi Esaki:
Misbehavior Detection Using Collective Perception under Privacy Considerations. CoRR abs/2111.03461 (2021) - [i1]Yuyi Cai, Manabu Tsukada, Hideya Ochiai, Hiroshi Esaki:
MAC address randomization tolerant crowd monitoring system using Wi-Fi packets. CoRR abs/2112.02161 (2021) - 2020
- [j2]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: 185489-185502 (2020) - [c51]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: 287-296 - [c50]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: 491-497 - [c49]Yuwei Sun, Ng S. T. Chong, Hideya Ochiai:
Text-based Malicious Domain Names Detection Based on Variational Autoencoder And Supervised Learning. CISS 2020: 1-5 - [c48]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: 10-17 - [c47]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: 1498-1503 - [c46]Md. Delwar Hossain, Hideya Ochiai, Doudou Fall, Youki Kadobayashi:
LSTM-based Network Attack Detection: Performance Comparison by Hyper-parameter Values Tuning. CSCloud/EdgeCom 2020: 62-69 - [c45]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: 1-6 - [c44]Yuwei Sun, Russ Tedrake, Hideya Ochiai:
Trajectory Optimization for An Autonomous Vehicle Driving across Stochastic Traffic Flows based on Direct Collocation. ICCAD 2020: 1-6 - [c43]Yuwei Sun, Hiroshi Esaki, Hideya Ochiai:
Blockchain-Based Federated Learning Against End-Point Adversarial Data Corruption. ICMLA 2020: 729-734 - [c42]Yuwei Sun, Hideya Ochiai, Hiroshi Esaki:
Intrusion Detection with Segmented Federated Learning for Large-Scale Multiple LANs. IJCNN 2020: 1-8 - [c41]Zhiqing Zhang, Pawissakan Chirupphapa, Hiroshi Esaki, Hideya Ochiai:
XGBoosted Misuse Detection in LAN-Internal Traffic Dataset. ISI 2020: 1-6 - [c40]Rikuta Furuta, Hideya Ochiai, Hiroshi Esaki:
Mitigating Privacy Leak by Injecting Unique Noise into the Traffic of Smart Speakers. SMARTCOMP 2020: 452-457
2010 – 2019
- 2019
- [c39]Hyuga Kobayashi, Zhiqing Zhang, Hideya Ochiai, Hiroshi Esaki:
Probing Firewalls of Malware-Infected Networks with Honeypot. CFI 2019: 3:1-3:4 - [c38]Kai Matsufuji, Satoru Kobayashi, Hiroshi Esaki, Hideya Ochiai:
ARP Request Trend Fitting for Detecting Malicious Activity in LAN. IMCOM 2019: 89-96 - [c37]Supanat Limjitti, Hideya Ochiai, Hiroshi Esaki, Kunwadee Sripanidkulchai:
IoT-VuLock: Locking IoT Device Vulnerability with Enhanced Network Scans. IMCOM 2019: 225-233 - [c36]Porapat Ongkanchana, Hiroshi Esaki, Hideya Ochiai:
A Rule-Based Algorithm of Finding Valid Hosts for IoT Device Using Its Network Traffic. IMCOM 2019: 279-287 - [c35]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: 789-800 - [c34]Zhiqing Zhang, Hiroshi Esaki, Hideya Ochiai:
Analysis of Malware Hidden Behind Firewalls with Back Scans. ISDFS 2019: 1-6 - [c33]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: 158-171 - [c32]Manabu Tsukada, Masahiro Kitazawa, Takaharu Oi, Hideya Ochiai, Hiroshi Esaki:
Cooperative awareness using roadside unit networks in mixed traffic. VNC 2019: 1-8 - 2018
- [c31]Hideya Ochiai, Kurt Geihs, Susumu Takeuchi:
Message from the BIOT 2018 Workshop Organizers. COMPSAC (2) 2018: 516 - [c30]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: 228-233 - 2017
- [c29]Hideya Ochiai, Zhiqing Zhang, Hiroto Kitamura, Hiroshi Esaki:
IR-XY-PV: Infrared Multihop Communication for XY-Coordinated PV Modules. AINTEC 2017: 1-7 - [c28]Zhiqing Zhang, Hideya Ochiai, Hiroshi Esaki:
An IoT Application-Layer Protocol Modem: A Case Study on Interfacing IEEE 1888 with AT Commands. CyberC 2017: 346-349 - [c27]Ajinkya Mulay, Hideya Ochiai, Hiroshi Esaki:
IoT WebSocket Connection Management Algorithm for Early Warning Earthquake Alert Applications. UCC (Companion") 2017: 189-194 - 2016
- [c26]Hideya Ochiai, Kurt Geihs, Susumu Takeuchi, Jun Suzuki:
Message from the BIOT Workshop Organizers. COMPSAC Workshops 2016: 325 - [c25]Tomoya Kitazato, Manabu Tsukada, Hideya Ochiai, Hiroshi Esaki:
Proxy cooperative awareness message: an infrastructure-assisted V2V messaging. ICMU 2016: 1-6 - [c24]Hideya Ochiai, Hiroyuki Ikegami:
PPLC-PV: A pulse power line communication for series-connected PV monitoring. SmartGridComm 2016: 338-344 - 2015
- [c23]Hideya Ochiai, Susumu Takeuchi, Kurt Geihs, Ting-Yun Chi:
Message from the BIOT 2015 Workshop Organizers. COMPSAC Workshops 2015: 478 - [c22]Hiroyuki Ikegami, Manabu Tsukada, Hideya Ochiai, Hideaki Nii, Hiroshi Esaki:
Electric current based power line communication for plug-load device auto identification. SmartGridComm 2015: 121-126 - [c21]Hoan Tran Quoc, Hideya Ochiai, Hiroshi Esaki:
Hidden topics modeling approach for review quality prediction and classification. SoCPaR 2015: 278-283 - 2014
- [c20]Hideya Ochiai, Hiroyuki Ikegami, Yuuichi Teranishi, Hiroshi Esaki:
Facility Information Management on HBase: Large-Scale Storage for Time-Series Data. COMPSAC Workshops 2014: 306-311 - [c19]Hideya Ochiai, Yuuichi Teranishi, Hiroshi Esaki:
InNetTC: in-network traffic control for full IP sensor-actuator networks. ICUIMC 2014: 3:1-3:7 - [c18]Hideya Ochiai, Hiroki Nakagami, Yuuichi Teranishi, Hiroshi Esaki:
Facility networking with IP over RS485: Packet control for master-slave cascaded networks. SmartGridComm 2014: 410-415 - [c17]Masato Yamanouchi, Hideya Ochiai, Y. K. Reddy, Hiroshi Esaki, Hideki Sunahara:
Case Study of Constructing Weather Monitoring System in Difficult Environment. UIC/ATC/ScalCom 2014: 692-696 - [c16]Manussanun Buranachokphaisan, Hideya Ochiai, Hiroshi Esaki:
Unidirectional Link-Aware DTN-based sensor network in building monitoring scenario. Wireless Days 2014: 1-4 - 2011
- [j1]Hideya Ochiai, Hiroshi Esaki:
CCDM: Ladder-Logic Programming for Wireless Sensors and Actuators with Central Controller-Based Device Management. IEICE Trans. Commun. 94-B(8): 2208-2215 (2011) - [c15]Hideya Ochiai, Kenji Matsuo, Satoshi Matsuura, Hiroshi Esaki:
A Case Study of UTMesh: Design and Impact of Real World Experiments with Wi-Fi and Bluetooth Devices. SAINT 2011: 433-438 - [c14]Hideya Ochiai, Masaya Nakayama, Hiroshi Esaki:
Hop-by-hop reliable, parallel message propagation for intermittently-connected mesh networks. WOWMOM 2011: 1-9 - 2010
- [c13]Hideya Ochiai, Kenichi Shimotada, Hiroshi Esaki:
DTIPN: delay tolerant IP networking for opportunistic network applications. MobiOpp 2010: 65-71 - [c12]Kaveevivitchai Sathita, Hideya Ochiai, Hiroshi Esaki:
Message Deletion and Mobility Patterns for Efficient Message Delivery in DTNs. PerCom Workshops 2010: 760-763
2000 – 2009
- 2009
- [c11]Hideya Ochiai, Hiroshi Esaki:
Message routing on potential-fields in forwarding-based DTNs. ICUIMC 2009: 185-193 - [c10]Hideya Ochiai, Kenichi Shimotada, Hiroshi Esaki:
IP over DTN: Large-delay asynchronous packet delivery in the internet. ICUMT 2009: 1-4 - [c9]Hideyuki Shimonishi, Hideya Ochiai, Nobuyuki Enomoto, Atsushi Iwata:
Building Hierarchical Switch Network Using OpenFlow. INCoS 2009: 391-394 - [c8]Akihiro Sugiyama, Hideya Ochiai, Hiroshi Esaki:
CCDM: Central Controller-Based Device Management Architecture and Method to Split Management Scripts. SAINT 2009: 185-188 - [c7]Kaveevivitchai Sathita, Hideya Ochiai, Hiroshi Esaki:
RainWatch Project: Location-Awared Realtime Detection and Notification of Rain on Internet-Based Sensor Network. SAINT 2009: 259-262 - [c6]Elyes Ben Hamida, Hideya Ochiai, Hiroshi Esaki, Pierre Borgnat, Patrice Abry, Eric Fleury:
Measurement Analysis of the Live E! Sensor Network: Spatial-Temporal Correlations and Data Aggregation. SAINT 2009: 263-266 - 2008
- [c5]Hideya Ochiai, Hiroshi Esaki:
Mobility entropy and message routing in community-structured delay tolerant networks. AINTEC 2008: 93-102 - [c4]Hideya Ochiai, Hiroshi Esaki:
Accuracy-Based Cache Consistency Management for Numerical Object Replication. SAINT 2008: 421-424 - 2007
- [c3]Satoshi Matsuura, Hiroki Ishizuka, Hideya Ochiai, Shinichi Doi, Shinichi Ishida, Masaya Nakayama, Hiroshi Esaki, Hideki Sunahara:
Live E! Project: Establishment of Infrastructure Sharing Environmental Information. SAINT Workshops 2007: 67 - [c2]Hideya Ochiai, Hiroshi Esaki:
Architecture of Scalable Embedded Device Management System with Configurable Plug-In Translator. SAINT Workshops 2007: 73 - [c1]Hideya Ochiai, Zhiyong Wang, Ryo Oguchi, Tetsuhiro Sugiyama, Yusuke Sakamoto, Shinichi Ishida, Hiroshi Esaki:
Application of Content-Based Network for Sensor Data Distribution System. SAINT Workshops 2007: 74
Coauthor Index
[j7] [c78] [c76] [c75] [c73] [j4] [c70] [c69] [c68] [c67] [c65] [c61] [i12] [i10] [j3] [c59] [c58] [c57] [c56] [c54] [i7] [i5] [i2] [i1] [c47] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c34] [c32] [c30] [c29] [c28] [c27] [c25] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [j1] [c15] [c14] [c13] [c12] [c11] [c10] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1]
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