RESEARCH

Defense Mechanism for Machine Learning-based Adversarial Attacks and It’s Application on Image Recognition

Department of Information Science and Technology, Graduate School of Information Science and Electrical Engineering

This study looks at the security problems associated with the current hot topic, machine learning itself. I focus my research on machine learning models for image recognition and propose a solution to [...]

AI has shown strong potential in classical software engineering, but its application to Quantum Software Engineering (QSE) remains challenging due to LLM hallucinations caused by limited understanding [...]

Traditional deep learning algorithms usually lack of robustness and adaptivity, and more importantly, they are suffering from vulnerable to adversarial attacks. Here we propose a novel learning paradi [...]

A Comparative Study of the Publication Motives and Characteristics of Corporate Sustainability Reports in Japan and China: An Analysis of Sustainability Reports by Automotive Manufacturers

Department of Economic Systems, Graduate School of Economics

In recent years, with the globalization of economic activities, corporate scandals, and global environmental issues, interest in sustainability (CSR) has rapidly increased. In the automotive industry, [...]

False memory refers to the phenomenon where individuals recall content that does not correspond to actual events. It not only leads to behavioral bias but also affects the understanding and perception [...]

As global energy demand rises, decarbonizing the transport sector—which contributes 23% of global CO₂ emissions—has become critical to achieving international climate targets. Although electric buses [...]

1、研究背景と目的/Research Background and Purpose The relationship between the multi-scale built environment, behavior, and public health is inherently complex and works through multiple mediating and moderat [...]

The ceramic materials attract much attention due to brilliant thermal stability, high dielectric constant, and low production cost. Therefore, ceramic materials have been widely applied in many fields [...]

Defense Mechanism for Machine Learning-based Adversarial Attacks and It’s Application on Image Recognition

AI-assisted Testing and Debugging of Quantum Programs

Robust Feature Learning based on Novel Self-Organization and Reservoir Networks

A Comparative Study of the Publication Motives and Characteristics of Corporate Sustainability Reports in Japan and China: An Analysis of Sustainability Reports by Automotive Manufacturers

An EEG Study on the Influence of Olfactory Context on False Memory Formation and Retrieval

Penetration of hydrogen fuel cell buses modeling and environmental impact assessment

The impact mechanism of multi-scale urban built environment on health and well-being of residents

Nanoparticle Synthesis of Metal-doped Ceramic by Induction Thermal Plasma

“Future-Creation (MIRAI)” Course Kyushu University SPRING program