Researcher Database

YOSHIDA KOTA

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

Title / Position Assistant Professor

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))
6.	2022/08/25	Deep Learning Side-Channel Attacks against Hardware-Implemented Lightweight Cipher Midori 64 (International Symposium on Advanced Technologies and Applications in the Internet of Things)
7.	2022/08/25	Deep Learning-Based Side-Channel Attacks against Software-Implemented RSA using Binary Exponentiation with Dummy Multiplication (International Symposium on Advanced Technologies and Applications in the Internet of Things)
8.	2022/03	Image Recognition of HDR Images Taken with Dual-Gain CIS (International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP))
9.	2022/03	Waveform Data Augmentation Using Conditional VAE for Deep Learning Side-Channel Attacks against AES Circuit (International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP))
10.	2021/12	Deep Learning Side-Channel Attacks against Lightweight SCA Countermeasure RSM-AES (Asian Hardware Oriented Security and Trust Symposium (AsianHOST))
11.	2021/11	Backdoor Attack on Deep Neural Networks Triggered by Fault Injection Attack on Image Sensor Interface (Workshop on Attacks and Solutions in Hardware Security (ASHES))
12.	2021/11	Practical Aspects on Non-profiled Deep-learning Side-channel Attacks against AES Software Implementation with Two Types of Masking Countermeasures including RSM (Workshop on Attacks and Solutions in Hardware Security (ASHES))
13.	2021/10	Towards Trusted IoT Sensing Systems: Implementing PUF as Secure Key Generator for Root of Trust and Message Authentication Code (Workshop on Hardware and Architectural Support for Security and Privacy (HASP))
14.	2021/06	Model Evasion Attacks Against Partially Encrypted Deep Neural Networks in Isolated Execution Environment (Artificial Intelligence in Hardware Security (AIHWS))
15.	2020/11	Disabling Backdoor and Identifying Poison Data by using Knowledge Distillation in Backdoor Attacks on Deep Neural Networks (Workshop on Artificial Intelligence and Security (AISec))
16.	2020/10	Model Reverse-Engineering Attack Using Correlation Power Analysis Against Systolic Array Based Neural Network Accelerator (International Symposium on Circuits and Systems (ISCAS))
17.	2020/03	Black-Box Adversarial Attack Utilizing Quantized Probability Output against Deep Neural Network Classifier (International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP))
18.	2020/03	Countermeasure against Backdoor Attack on Neural Networks Utilizing Knowledge Distillation (International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP))
19.	2020/03	Detecting Backdoor Attacks on Deep Neural Networks by Saliency Map Clustering (International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP))
20.	2019/08	Deep Learning Side-Channel Attack against Hardware Implementations of AES (Conference on Digital System Design (DSD))
21.	2019/04	Model-Extraction Attack against FPGA-DNN Accelerator Utilizing Correlation Electromagnetic Analysis (International Symposium on Field-Programmable Custom Computing Machines (FCCM))
22.	2019/03	Study of Countermeasure Using Time-Series Data against Physical Spoofing Attack on Range Sensor (International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP))
23.	2019/03	Study of Ultrasonic-Range-Sensor System with Resistance to Spoofing Attack (International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP))
24.	2019/03	The Effect of High Dynamic Range Images on Image Recognition Using Deep Learning (International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP))
25.	2018/03	Bedside Event Real-time Recognition Using Low Resolution Infrared Array Sensor with Recurrent Convolutional Neural Network (International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP))
26.	2018/03	RGB-FIR Camera Sensor Fusion for Robust Object Recognition with Deep Neural Network (International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP))
27.	2017/03	Fast Fase-Detection Algorithm Assisted with Infrared Array Sensor (International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP))
28.	2017/03	Human Detection by Convolutional Neural Network in Low-Resolution Infrared Image (International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP))