ホスラヴィ マーヒディー

Khosravy Mahdi

経歴

  • （イラン）シャヒド・ベヘシュティ医科大学，MSc, Biomedical Engineering-Bioelectric, Department of Medical Engineering
  • 琉球大学大学院理工学研究科博士後期課程修了，博士（学術）
  • （北マケドニア）元情報科学技術大学准教授
  • （ブラジル）元ジュイズ・デ・フォーラ連邦大学（UFJF）客員准教授
  • 大阪大学大学院工学研究科特任研究員
  • クロスラボ　シニアリサーチサイエンティスト

メッセージ

すべての学生の皆様へ——専門分野を問わず——コードや理論，技術的な制約，さらには現在の知識の限界を超えて考えることへと皆様をお誘いします。一言で言えば，すべての制約から解放された心で，技術が人々，社会，そして未来にどのように意味のある形で貢献できるかを探求しましょう。共に学び，実験し，革新していきましょう。

私はこれまでの学術的なキャリアを通じて，5冊の書籍を執筆し，国際的な学術誌やカンファレンスで100件を超える科学論文を発表する機会を得てきました。私の研究は，様々な境界を押し広げるだけでなく，社会に責任を持って貢献する技術を生み出す情熱に駆り立てられています。

授業やプロジェクト，あるいは何気ない会話を通じて，皆様と交流できることを楽しみにしています。未来は私たちで形作るもの——共に，人間らしい未来を築きましょう。

担当科目

  • Object Oriented Systems Design
  • Data Analysis
  • Machine Learning and Its Application
  • Robots and Artificial Intelligence
  • Design Thinking
  • Mobile Application Development

専門分野

  • Artificial Intelligence
  • Private and Ethical AI
  • Human-Centred Technology
  • Design Thinking
  • Signal & Image Processing

業績

主要論文

  • -O Wang, G Cheng, L Caspar, A Yokota, M Khosravy, O Witkowski, "Robots reading recipes: large language models as translators between humans and machines", Artificial Life and Robotics, Springer Nature, 1-10, 2025.
  • -N Gupta, M Khosravy, A Pasquali, O Witkowski, "Deep learning security breach by evolutionary universal perturbation attack (EUPA)", IEEE Transactions on Artificial Intelligence, 2024.
  • -M. Khosravy, N. Gupta, A. Pasquali, N. Dey, R.G. Crespo, O. Witkowski, "Human-Collaborative Artificial Intelligence Along With Social Values in Industry 5.0: A Survey of the State-of-the-Art", IEEE Transactions on Cognitive and Developmental Systems, 2023.
  • -M. Khosravy, K. Nakamura, N. Nitta, N. Dey, R.G. Crespo, E. Herrera-Viedma, N. Babaguchi "Social IoT Approach to Cyber Defense of a Deep-Learning-Based Recognition System in Front of Media Clones Generated by Model Inversion Attack", IEEE Transactions on Systems, Man, and Cybernetics: Systems, 53(5), 2694--2704, 2022.
  • -M. Khosravy, K. Nakamura, Y. Hirose, N. Nitta, N. Babaguchi, "Model Inversion Attack by Integration of Deep Generative Models: Privacy-Sensitive Face Generation from a Face Recognition System", IEEE Transactions on Information Forensics and Security, 17, 357-372, 2022.
  • -M. Khosravy,  N. Gupta, N. Dey, R.G. Crespo, "Underwater IoT Network by Blind MIMO OFDM Transceiver based on Probabilistic Stone's Blind Source Separation",   ACM Transactions on Sensor Networks (TOSN), 18(3), pp.1-27, 2022.
  • -S Safiri, A Nikoofard, M. Khosravy, T Senjyu "Multi-agent Distributed Reinforcement Learning Algorithm for Free-model Economic-environmental Power and CHP Dispatch Problems", IEEE Transactions on Power Systems 38 (5), 4489--4500, 2022.
  • -T. Senjyu, M. Khosravy, "Power System Planning and Quality Control", Energies, 15 (14), 4995, 2022.
  • -N. Gupta, M. Khosravy, N. Patel, N. Dey, R.G. Crespo, "Lightweight Computational Intelligence for IoT Health Monitoring of Off-Road Vehicles: Enhanced Selection Log-scaled Mutation GA Structured ANN" IEEE Transactions on Industrial Informatics,  2021.
  • -M. Khosravy, N. Gupta, N. Dey, P.M. Ger, "Smart green ocean underwater IoT network by ICA-based acoustic blind MIMO OFDM transceiver" Earth Science Informatics, Springer, 14(2), pp. 1073--1081, 2021.
  • -N. Gupta, M. Khosravy, N. Patel, N. Dey, O.P. Mahela, "Mendelian Evolutionary Theory Optimization", Soft Computing, Springer, vol. 24, pp. 14345--14390. 2020.
  • -M. Khosravy, N. Gupta, N. Patel, N. Dey, N. Nitta N. Babaguchi, "Probabilistic Stone's Blind Source Separation with Application to Channel Estimation and Multi-node Identification in MIMO IoT Green Communication and Multimedia Systems", Computer Communications, Elsevier, Vol. 157, pp. 423--433, 2020.
  • -M. Khosravy, N. Gupta, N. Marina, I.K. Sethi, M.R. Asharif, "Perceptual Adaptation of Image  based on Chevreul-Mach Bands Visual Phenomenon", IEEE Signal Processing Letters, Vol. 24(5), pp. 594 - 598, May 2017.
  • -M. Khosravy, M.R Asharif and K. Yamashita, "A Theoretical Discussion on Foundation Stone's Blind Source Separation", Springer Journal of Signal, Image and Video Processing (SIViP) , Volume 5, pp. 379--388, 2011.