Nozaki Yusuke

ノザキユウスケ | Nozaki Yusuke

Affiliation and department：
Job title： Assistant Proffesor

Research field (1)： Information security

Research keywords (6)： Hardware Security , Side-Channel Attack , Physically Unclonable Function , Lightweight Cipher , AI Security , Energy Harvesting

Research theme for competitive and other funds (3)：

2022 - 2025 エッジデバイスを指向した耐タンパなAIの開発
2019 - 2022 Development of a secure and non-fooled AI engine with multiple defense mechanisms
2017 - 2019 エナジーハーベストを用いたセキュアな子供の見守りシステムの開発

Papers (176)：

Y. Nozaki, S. Takemoto, M. Yoshikawa. FPGA Implementation of Low-Latency Cipher LTLBC and its Security Evaluation. 28th IEEE/ACIS International Winter Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2024-Winter). 2024. to appear
R. Kumagai, S. Takemoto, Y. Nozaki, M. Yoshikawa. Hue and Saturation oriented Imperceptible Adversarial Examples and their Evaluation. 2024 6th International Conference on Information Technology and Computer Communications (ITCC 2024). 2024. to appear
T. Tojo, R. Kumagai, S. Takemoto, Y. Nozaki, M. Yoshikawa. Luminance Correction based Countermeasure against Adversarial Examples. 2024 6th International Conference on Information Technology and Computer Communications (ITCC 2024). 2024. to appear
Y. Nozaki, S. Takemoto, M. Yoshikawa. Error Correction Method for Lightweight Cipher PRINCE based Physically Unclonable Function. 2024 6th International Conference on Information Technology and Computer Communications (ITCC 2024). 2024. to appear
S. Takemoto, Y. Nozaki, M. Yoshikawa. Hardware Security Evaluation Using Deep Learning Power Analysis for Low Latency Simon Family Ciphers. 11th IIAE International Conference on Intelligent Systems and Image Processing 2024 (ICISIP 2024). 2024. 107-110

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MISC (187)：

T. Shibata, S. Takemoto, Y. Nozaki, M. Yoshikawa. 低エネルギー軽量暗号LELBCの実装と評価. Proceedings of Workshop on Informatics 2024. 2024. 1D-4. 1-4
H. Ogata, R. Kumagai, S. Takemoto, Y. Nozaki, M. Yoshikawa. 再攻撃を用いたAE対策手法のフィージビリティ評価. Proceedings of Workshop on Informatics 2024. 2024. 1D-5. 1-4
Y. Hibino, R. Kumagai, S. Takemoto, Y. Nozaki, M. Yoshikawa. IP電話におけるユーザレビューを用いた迷惑電話の自動識別機能. IPSJ SIG Technical Report. 2024. 2024-CDS-41. 30. 1-5
K. Kanada, S. Takemoto, Y. Nozaki, M. Yoshikawa. 非線形回帰モデルと不均衡データに対するModel Inversion Attackの考察. Proceedings of IIAE Annual Conference 2024. 2024. 87-88
Y. Nozaki, M. Yoshikawa. Security Evaluation of Evasion Attacks for FPGA oriented AI Implementation. Design Automation Symposium. 2024. 243-247

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Lectures and oral presentations (12)：

Security Evaluation of Side-Channel Analysis using AI Technologies for Cryptographic Hardware
(T-GEx Research Outcomes Exhibition 2024 2024)
Model protection against physical side-channel analysis for edge AI devices
(T-GEx Exhibition of Research Achievement 2023 2023)
敵対的サンプルに対する小型カメラを用いた照明影響の実装評価
(LSIとシステムのワークショップ2023 2023)
Evaluation of ISAP Implemented on VHDL and High-Level Synthesis Circuits
(2023 11th International Conference on Information and Education Technology (ICIET 2023) 2023)
Performance Evaluation for Secure Lightweight Cryptography on Robot Operating System
(17th International Workshop on Security (IWSEC 2022) 2022)

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Education (3)：

2016 - 2019 Meijo University Graduate School of Science and Technology Division of Electrical, Electronic, Information and Materials Engineering
2014 - 2016 Meijo University Graduate School of Science and Technology Division of Information Engineering
2010 - 2014 Meijo University Faculty of Science and Technology Department of Information Engineering

Professional career (1)：

PhD (Meijo University)

Work history (6)：

2023/12 - 現在 Meijo University
2023/04 - 現在 Nagoya University Institute for Advanced Research
2022/04 - 現在 Meijo University Faculty of Information Engineering Department of Information Engineering Assistant Professor
2020/04 - 2022/03 Meijo University Faculty of Science and Technology Department of Information Engineering Assistant Professor
2019/04 - 2020/03 Meijo University Faculty of Science and Technology Assistant

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Committee career (14)：

2024/11 - 現在 DAシンポジウム2025 実行委員
2024/04 - 現在情報処理学会コンシューマ・デバイス&システム研究運営委員会運営委員
2023/04 - 現在情報処理学会東海支部運営委員
2023/04 - 現在情報処理学会システムとLSIの設計技術研究運営委員会運営委員
2019/04 - 現在日本知能情報ファジィ学会東海支部研究会幹事

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Awards (48)：

2024/10 - ITCC 2024 Best Presentation Award
2024/09 - 産業応用工学会全国大会2024 学生賞
2024/02 - 電気学会2023年電子・情報・システム部門技術委員会奨励賞
2023/11 - 電子情報通信学会ネットワークシステム研究会若手研究奨励賞
2023/11 - Excellent Co-creation Idea Award

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Association Membership(s) (4)：

Japan Society for Fuzzy Theory and Intelligent Informatics , Information Processing Society of Japan , The Institute of Electronics, Information and Communication Engineers , IEEE

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