| 2025 | ACNS | Arithmetic Masking Countermeasure to Mitigate Side-Channel-Based Model Extraction Attack on DNN Accelerator. | Hirokatsu Yamasaki, Kota Yoshida, Yuta Fukuda, Takeshi Fujino |
| 2025 | ACNS | Can KANs Do It? Toward Interpretable Deep Learning-Based Side-Channel Analysis. | Kota Yoshida, Sengim Karayalcin, Stjepan Picek |
| 2024 | ACNS | Incorporating Cluster Analysis of Feature Vectors for Non-profiled Deep-learning-Based Side-Channel Attacks. | Yuta Fukuda, Kota Yoshida, Takeshi Fujino |
| 2024 | ACNS | Model Extraction Attack Without Natural Images. | Kota Yoshida, Takeshi Fujino |
| 2021 | ACNS | Model Evasion Attacks Against Partially Encrypted Deep Neural Networks in Isolated Execution Environment. | Kota Yoshida, Takeshi Fujino |
| 2021 | CCS | Practical Aspects on Non-profiled Deep-learning Side-channel Attacks against AES Software Implementation with Two Types of Masking Countermeasures including RSM. | Kunihiro Kuroda, Yuta Fukuda, Kota Yoshida, Takeshi Fujino |
| 2021 | CCS | Backdoor Attack on Deep Neural Networks Triggered by Fault Injection Attack on Image Sensor Interface. | Tatsuya Oyama, Shunsuke Okura, Kota Yoshida, Takeshi Fujino |
| 2021 | MICRO | Towards Trusted IoT Sensing Systems: Implementing PUF as Secure Key Generator for Root of Trust and Message Authentication Code. | Kota Yoshida, Kuniyasu Suzaki, Takeshi Fujino |
| 2020 | CCS | Disabling Backdoor and Identifying Poison Data by using Knowledge Distillation in Backdoor Attacks on Deep Neural Networks. | Kota Yoshida, Takeshi Fujino |
| 2020 | HCI | Joking AI via Visual Cues. | Ryota Suzuki, Kota Yoshida, Munetaka Minoguchi, Kazuki Tsubura, Takumu Ikeya, Akio Nakamura, Hirokatsu Kataoka |
| 2020 | ISCAS | Model Reverse-Engineering Attack using Correlation Power Analysis against Systolic Array Based Neural Network Accelerator. | Kota Yoshida, Takaya Kubota, Shunsuke Okura, Mitsuru Shiozaki, Takeshi Fujino |
| 2019 | DSD | Deep Learning Side-Channel Attack Against Hardware Implementations of AES. | Takaya Kubota, Kota Yoshida, Mitsuru Shiozaki, Takeshi Fujino |
| 2019 | FCCM | Model-Extraction Attack Against FPGA-DNN Accelerator Utilizing Correlation Electromagnetic Analysis. | Kota Yoshida, Takaya Kubota, Mitsuru Shiozaki, Takeshi Fujino |