Publications
You can also visit my Google Scholar profile.
Thesis
- Jihoon Suh. Variational Encrypted Control Synthesis for Privacy-Preserving Cloud-based Control. Purdue University Graduate School, May 2026.
Journal Articles
- Yeongjun Jang, Kaoru Teranishi, Jihoon Suh, and Takashi Tanaka. Privacy-Preserving Fully Distributed Gaussian Process Regression. IEEE Transactions on Control of Network Systems (under review), 2026.
- Jihoon Suh, Yeongjun Jang, Junsoo Kim, and Takashi Tanaka. Variational Encrypted Model Predictive Control. IEEE Control Systems Letters, June 2026.
- Jihoon Suh, Yeongjun Jang, Kaoru Teranishi, and Takashi Tanaka. Relative Entropy Regularized Reinforcement Learning for Efficient Encrypted Policy Synthesis. IEEE Control Systems Letters, June 2025.
- Jihoon Suh and Takashi Tanaka. Efficient Implementation of Reinforcement Learning over Homomorphic Encryption. Journal of The Society of Instrument and Control Engineers, vol. 64, no. 4, pp. 223--229, 2025.
Conference Proceedings
- Kaoru Teranishi, Jihoon Suh, and Takashi Tanaka. Experimental Examination of Secure Two-Party Controller Computation. IFAC World Congress 2026, Busan, South Korea, 2026.
- Jihoon Suh, Michael Hibbard, Kaoru Teranishi, Takashi Tanaka, Moriba Jah, and Maruthi Akella. Encrypted Computation of Collision Probability for Secure Satellite Conjunction Analysis. 75th International Astronautical Congress (IAC 2024), 2024.
- Jihoon Suh and Takashi Tanaka. Encrypted Price-based Market Mechanism for Optimal Load Frequency Control. IFAC-PapersOnLine, vol. 56, no. 2, pp. 11203--11208, 2023.
- Jihoon Suh and Takashi Tanaka. Encrypted Value Iteration and Temporal Difference Learning over Leveled Homomorphic Encryption. In 2021 American Control Conference (ACC), pp. 2555--2561, IEEE, 2021.
- Jihoon Suh and Takashi Tanaka. SARSA (0) Reinforcement Learning over Fully Homomorphic Encryption. In 2021 SICE International Symposium on Control Systems (SICE ISCS), pp. 1--7, IEEE, 2021.