Google Scholar: https://scholar.google.co.kr/citations?user=AqiXxNkAAAAJ&hl=ko

*: Corresponding Author

Contents

Selected Publications

• Jaeyun Kim, Saerom Park*, Joohee Lee, Jung-Hee Cheon, “Privacy-Preserving Embedding via Look-up Table Evaluation with Homomorphic Encryption”, ICML, Jul. 21-27, 2024
• Yujin Choi, Jinseong Park, Hoki Kim, Jaewook Lee, Saerom Park*, “Fair Sampling in Diffusion Models through Switching Mechanism”, AAAI, Feb. 20-27, 2024
• Saerom Park, Junyoung Byun and Joohee Lee*, “Privacy-preserving Fair Learning of Support Vector Machine with Homomorphic Encryption”, The ACM Web Conference (WWW) 2022, Apr. 25-29, 2022
• Saerom Park, Sungmin Kim* and Yeon-sup Lim, “Fairness Audit of Machine Learning Models with Confidential Computing”, The ACM Web Conference (WWW) 2022, Apr. 25-29, 2022
• Sungyoon Lee, Jaewook Lee and Saerom Park*, “Lipschitz-Certifiable Training with a Tight Outer Bound”, 34th Conference on Neural Information Processing Systems (NeurIPS 2020), Dec. 7-12, 2020
• Jinseong Park, Yujin Choi, Junyoung Byun, Jaewook Lee, and Saerom Park*, “Efficient Differentially Private Kernel Support Vector Classifier for Multi-class Classification”, Informant Sciences, Jan. 2023 [SCIE]
• Saerom Park and Jaewook Lee. “Stability Analysis of Denoising Autoencoder based on Dynamical Projection System”, IEEE Transactions on Knowledge Data Engineering, Aug. 2021 [SCIE]
• Saerom Park, Jaewook Lee, and Kyoungok Kim*. “Semi-supervised Distributed Representation of documents for Sentiment Analysis”, Neural Networks, Nov. 2019 [SCIE]
• Youngdoo Son, Sujee Lee, Saerom Park, and Jaewook Lee*. “Learning Representative Exemplars Using Gaussian Process Regression”, Pattern Recognition, (2018) [SCIE]

Working Papers

• Saerom Park and Youngdoo Son, “Group-unaware Fair Minimax Active Learning”, under review
• Saerom Park, Seongmin Kim, and Yeon-sup Lim, “Enhancing Unseen Attack Detection: A Hierarchical Approach with Outlier Exposure for Network Traffic Classification”, under review
• Saerom Park and Joohee Lee, “Verifiable Computations Over Encrypted Data”, under review

Other Publications