Digital Twin Based Evolutionary Building Facility Control Optimization. - Kohei Fukuhara; Ryo Kumagai; Fukawa Yuta; Shin-ichi Tanabe; Hiroki Kawano; Yoshihiro Ohta; Hiroyuki Sato (CEC, 2022)

Explainable AI based Adversarial Examples and its Evaluation. - Ryo Kumagai; Shu Takemoto; Yusuke Nozaki; Masaya Yoshikawa (ICECC, 2023)

Hue and Saturation oriented Imperceptible Adversarial Examples and their Evaluation. - Ryo Kumagai; Shu Takemoto; Yusuke Nozaki; Masaya Yoshikawa (ITCC, 2024)

Luminance Correction based Countermeasure against Adversarial Examples. - Takumi Tojo; Ryo Kumagai; Shu Takemoto; Yusuke Nozaki; Masaya Yoshikawa (ITCC, 2024)

Single-Layer Circular Polarizer for Linear Polarized Horn Antenna. - Ryo Kumagai; Ryosuke Suga; Tomoki Uwano (IEICE Trans. Electron., 2024)

Quantitative Evaluation of Vulnerabilities in Adversarial Shadow Attack. - Chisei Ishida; Ryo Kumagai; Shu Takemoto; Yusuke Nozaki; Masaya Yoshikawa (ICCAE, 2025)

Quantization of Tiny MLP-Mixer and Its Evaluation. - Ryo Kumagai; Shu Takemoto; Yusuke Nozaki; Masaya Yoshikawa (ICCAE, 2025)

Parameter Free Countermeasure Against Adversarial Examples. - Takumi Tojo; Ryo Kumagai; Shu Takemoto; Yusuke Nozaki; Masaya Yoshikawa (ICCAE, 2025)