Researcher Database

（Last updated : 2023-06-04 20:50:22）

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YOSHIDA KOTA

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

Title / Position Assistant Professor

Other Affiliations
1.	Research Organization of Science and Technology VLSI Center

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.	2022 ～ 2022	International Symposium on Advanced Technologies and Applications in the Internet of Things (ATAIT) Program chair

Research activities
1.	2022 ～	Japanese Society for Artificial Intelligence

Present specialized field
Information security, Perceptual information processing

Papers
1.	2022/09	Profiling Deep Learning Side-channel Attacks using Multi-label against AES circuits with RSM Countermeasure │ IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences │ (Co-authored)
2.	2022/07/01	Waveform Data Augmentation Using Conditional VAE for Deep Learning Side-Channel Attacks against AES Circuit │ Journal of Signal Processing │ 26 (4),pp.99-102 (Co-authored)
3.	2022/03	Adversarial Scan Attack against Scan Matching Algorithm for Pose Estimation in LiDAR-based SLAM │ 105.A (3),pp.326-335 (Co-authored)
4.	2022/03	Fault Injection Attacks Utilizing Waveform Pattern Matching against Neural Networks │ TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences │ 105.A (3),pp.300-310 (Co-authored)
5.	2021/11	Deep Learning Side-Channel Attack against Hardware Implementations of AES │ Microprocessors and Microsystems │ 87,pp.103383 (Co-authored)
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Academic conference presentation
1.	2023/03	Image classification with SVM for CMOS sensor generating a vector image (International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP))
2.	2023/03	Improving Robustness of Adversarial Examples Generated by Fault Injection Attack on MIPI (International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP))
3.	2023/03	Non-profiled DL-SCA using Clustering on Latent Variables of Autoencoder: AE-SCA (International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP))
4.	2023/03	RGB-FIR object detection considering camera-to-camera misalignment (International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP))
5.	2022/12/15	Fundamental Study of Adversarial Examples Created by Fault Injection Attack on Image Sensor Interface (Asian Hardware Oriented Security and Trust Symposium (AsianHOST))
Display All（28）

Winning science prize
1.	2022/03	NCSP2022 Student Paper Award (Waveform Data Augmentation using Conditional VAE for Deep Learning Side-Channel Attacks against AES circuit)
2.	2020/03	NCSP2020 Student Paper Award (Countermeasure against Backdoor Attack on Neural Networks Utilizing Knowledge Distillation)
3.	2020/03	NCSP2020 Student Paper Award (Black-Box Adversarial Attack Utilizing Quantized Probability Output against Deep Neural Network Classifier)

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