Yoshiaki Takai

DGA-based Malware Communication Detection from DoH Traffic Using Hierarchical Machine Learning Analysis 

IEICE Trans.on Information and Systems, E108-D(6), Jun, 2025  Peer-reviewed

環境の変化に適応可能な強化学習利用型輻輳制御の基礎的評価 

電子情報通信学会技術研究報告, 124(419) 274-280, Mar, 2025  

A Framework for Institutional Privacy Considered Full DNS over HTTPS Architecture 

IEEE Access, 13 36951-36964, Feb, 2025  Peer-reviewed

Privacy Preserved IoT Data Inquiry System using DoT 

Proc. IEEE 7th Conference on Cloud and Internet of Things (CIoT24), 1-6, Oct, 2024  Peer-reviewed

Privacy Preserved Achievement Method for OCSP Status and Supported Protocols in Full-DoH Architecture 

Proc. IEEE 48th COMPSAC 2024, Fast Abstract Symposium, 1554-1555, Jul, 2024  Peer-reviewed

Malicious DNS Tunnel Tool Recognition using Persistent DoH Traffic Analysis 

IEEE Transactions on Network and Service Management, 20(2) 2086-2095, Jun, 2023  Peer-reviewed

Detection of DGA-based Malware Communications from DoH Traffic Using Machine Learning Analysis 

Proc. IEEE 20th Consumer Communications & Networking Conference (CCNC2023), 224-229, Jan, 2023  Peer-reviewed

Recognition of Malicious DNS Tunnel Tools by DoH Traffic Analysis Using Multi-stage Machine Learning Technology 

電子情報通信学会技術研究報告(Web), 121(300) 85-92, Dec, 2021  

AR system for interactive virtual water by SPH fluid simulation 

情報処理学会研究報告(Web), 2021-CG-184(8) 1-5, Nov, 2021  

Identifying Malicious DNS Tunnel Tools from DoH Traffic Using Hierarchical Machine Learning Classification 

Proc. of the 24th Information Security Conference（ISC2021）, 13118 LNCS 238-256, Nov, 2021  Peer-reviewed

Development and evaluation of efficient vulnerability scanning system for IoT networks 

電子情報通信学会技術研究報告(Web), 120(227) 7-12, Nov, 2020  

資格学習サイトにおける学習メモの実時間多重可視化共有システム ―資格学習サイトしかくのいろはの実装 

電子情報通信学会技術研究報告, 120(167) 19-22, Sep, 2020  

Detection and Blocking of DGA-based Bot Infected Computers by Monitoring NXDOMAIN Responses 

Proc. 7th IEEE International Conference on Cyber Security and Cloud Computing (CSCloud 2020), 82-87, Aug, 2020  Peer-reviewed

Implementation and Evaluation of Detection and Blocking System against DGA-based Bot by Focusing on NXDOMAIN Responses 

電子情報通信学会技術研究報告, 119(434) 7-12, Mar, 2020  

NS record History Based Abnormal DNS traffic Detection Considering Adaptive Botnet Communication Blocking 

Journal of Information Processing, 28 112-122, Feb 15, 2020  Peer-reviewed