Researcher Database

（Last updated : 2025-04-09 19:18:42）　

YOSHIDA KOTA

Department / Course College of Science and Engineering Department of Electronic and Computer Engineering

Title / Position Assistant Professor

Click to view the Scopus page. The data was downloaded from Scopus API on Sep 01, 2025. via http://api.elsevier.com and http://www.scopus.com .

Other Affiliations
1.	Research Organization of Science and Technology VLSI Center
2.	Graduate School of Science and Engineering

Academic background
1.	2019/04/01～2022/03/31	Doctorial Course │ Advanced Electrical, Electronic and Computer Systems │ Graduate School, Division of Science and Engineering │ Ritsumeikan University │ Completed Doctor (Engineering)
2.	2017/04/01～2019/03/31	Master Course │ Advanced Electrical, Electronic and Computer Systems │ Graduate School, Division of Science and Engineering │ Ritsumeikan University │ Completed Master (Engineering)
3.	2013/04/01～2017/03/31	Department of Electronic and Computer Engineering │ Faculty of Science and Engineering │ Ritsumeikan University │ Graduated Bachelor (Engineering)

Business career
1.	2022/04/01 ～	Assistant Professor │ College of Science and Engineering │ Ritsumeikan University

Committee and society
1.	2023 ～ 2023	International Symposium on Advanced Technologies and Applications in the Internet of Things (ATAIT) Publication Chair
2.	2022 ～ 2022	International Symposium on Advanced Technologies and Applications in the Internet of Things (ATAIT) Program chair

Research activities
1.	2023 ～	Information Processing Society of Japan
2.	2022 ～	Japanese Society for Artificial Intelligence

Present specialized field
Information security, Perceptual information processing

Papers
1.	2025/03/01	CA-SCA: Non-Profiled Deep Learning-Based Side-Channel Attacks by Using Cluster Analysis │ IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences │ 108.A (3),pp.227-241
2.	2025/03/01	Mitigation of Membership Inference Attack by Knowledge Distillation on Federated Learning │ IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences │ 108.A (3),pp.267-279
3.	2025/03/01	Multi-Bit DDLA: Non-Profiled Deep Learning Side-Channel Attacks Using Multi-Bit Label against Hardware-Implemented AES │ IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences │ 108.A (3),pp.215-226
4.	2024/11/27	Realtime Multispectral Pedestrian Detection With Visible and Far-Infrared Under Ambient Temperature Changing │ IEEE Open Journal of Intelligent Transportation Systems │ 5
5.	2024/11/01	Image Classification Using Neural Network for Feature-Extractable CMOS Image Sensor │ Journal of Signal Processing │ 28 (6),pp.301-307
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Academic conference presentation
1.	2024/03/07	Model Extraction Attack without Natural Images
2.	2024/03/05	Incorporating Cluster Analysis of Feature Vectors for Non-profiled Deep-learning-based Side-channel Attacks
3.	2024/03/01	A Feasibility Study of Data Poisoning against On-device Learning Edge AI by Physical Attack against Sensors
4.	2024/03/01	Evaluation of Side-channel Attacks against Error Correction Circuit for Arbiter PUF
5.	2024/03/01	Improvement of Side-channel Attack Performance by Utilizing Data Augmentation on Differential Deeplearning Analysis
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Winning science prize
1.	2024/03	NCSP2024 Student Paper Award (A Feasibility Study of Data Poisoning against On-device Learning Edge AI by Physical Attack against Sensors)
2.	2022/03	NCSP2022 Student Paper Award (Waveform Data Augmentation using Conditional VAE for Deep Learning Side-Channel Attacks against AES circuit)
3.	2020/03	NCSP2020 Student Paper Award (Countermeasure against Backdoor Attack on Neural Networks Utilizing Knowledge Distillation)
4.	2020/03	NCSP2020 Student Paper Award (Black-Box Adversarial Attack Utilizing Quantized Probability Output against Deep Neural Network Classifier)

Grants-in-Aid for Scientific Research -KAKENHI-
1.	2023/04/01 ～ 2028/03/31	A Study of Model Extraction Attack with Fractal Images │ Early-Career Scientists

Research exchange preferred theme
1.	Security for artificial intelligence Technical consultation Commisioned research Joint research

Home Page
Google Scholar

E-Mail Address

Department laboratory expense researcher number
70962538

researchmap Researcher code
R000038665