Saerom Park

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 16

Top Topics

Homomorphic Encryption

Support Vector Machine

Distributed Representations

Diffusion Model

Top Venues

Comput. Intell. Neurosci.

Publications

Junyoung Byun, Yujin Choi, Jaewook Lee, Saerom Park
Privacy-preserving inference resistant to model extraction attacks. Expert Syst. Appl. 256 (2024)
Stephen Casper, Jieun Yun, Joonhyuk Baek, Yeseong Jung, Minhwan Kim, Kiwan Kwon, Saerom Park, Hayden Moore, David Shriver, Marissa Connor, Keltin Grimes, Angus Nicolson, Arush Tagade, Jessica Rumbelow, Hieu Minh Nguyen, Dylan Hadfield-Menell
The SaTML '24 CNN Interpretability Competition: New Innovations for Concept-Level Interpretability. CoRR (2024)
Yujin Choi, Jinseong Park, Hoki Kim, Jaewook Lee, Saerom Park
Fair Sampling in Diffusion Models through Switching Mechanism. AAAI (2024)
Jinseong Park, Yujin Choi, Junyoung Byun, Jaewook Lee, Saerom Park
Efficient differentially private kernel support vector classifier for multi-class classification. Inf. Sci. 619 (2023)
Junyoung Byun, Saerom Park, Yujin Choi, Jaewook Lee
Efficient homomorphic encryption framework for privacy-preserving regression. Appl. Intell. 53 (9) (2023)
Eunyeong Ahn, Sunjin Kim, Saerom Park, Jong-Uk Hou, Daehee Jang
Efficient Generation of Program Execution Hash. IEEE Access 10 (2022)
Saerom Park, Junyoung Byun, Joohee Lee
Privacy-Preserving Fair Learning of Support Vector Machine with Homomorphic Encryption. WWW (2022)
Saerom Park, Seongmin Kim, Yeon-sup Lim
Fairness Audit of Machine Learning Models with Confidential Computing. WWW (2022)
Saerom Park, Jaewook Lee
Stability Analysis of Denoising Autoencoders Based on Dynamical Projection System. IEEE Trans. Knowl. Data Eng. 33 (8) (2021)
Saerom Park, Junyoung Byun, Joohee Lee, Jung Hee Cheon, Jaewook Lee
HE-Friendly Algorithm for Privacy-Preserving SVM Training. IEEE Access 8 (2020)
Sungyoon Lee, Jaewook Lee, Saerom Park
Lipschitz-Certifiable Training with a Tight Outer Bound. NeurIPS (2020)
Saerom Park, Jaewook Lee, Kyoungok Kim
Semi-supervised distributed representations of documents for sentiment analysis. Neural Networks 119 (2019)
Saerom Park, Jaewook Lee, Jung Hee Cheon, Juhee Lee, Jaeyun Kim, Junyoung Byun
Security-preserving Support Vector Machine with Fully Homomorphic Encryption. SafeAI@AAAI (2019)
Saerom Park, Woojin Lee, Jaewook Lee
Learning of indiscriminate distributions of document embeddings for domain adaptation. Intell. Data Anal. 23 (4) (2019)
Youngdoo Son, Sujee Lee, Saerom Park, Jaewook Lee
Learning representative exemplars using one-class Gaussian process regression. Pattern Recognit. 74 (2018)
Junghoon Hah, Woojin Lee, Jaewook Lee, Saerom Park
Information-Based Boundary Equilibrium Generative Adversarial Networks with Interpretable Representation Learning. Comput. Intell. Neurosci. 2018 (2018)