Saerom Park

23 papers A* 6Misc 1Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
HACOE: hierarchical attack classification with outlier exposure.
Clust. Comput.
Seongmin Kim, Saerom Park, Yeon-Sup Lim
2025 — conf
MER-SoLa: Confusion-based Soft Labeling for Multimodal Emotion Recognition.
MRAC@MM
Jieun Yun, Hojin Lee, Kiwan Kwon, Jae-Yun Kim, Saerom Park
2025 A* conf
MIG-COW: Transferable Adversarial Attacks on Deepfake Detectors via Gradient Decomposition.
ACM Multimedia
Wonjune Seo, Joonhyuk Baek, Yeseong Jung, Saerom Park
2025 J jnl
Unlearning's Blind Spots: Over-Unlearning and Prototypical Relearning Attack.
CoRR
SeungBum Ha, Saerom Park, Sung Whan Yoon
2025 J jnl
Verifiable computation over encrypted data via MPC-in-the-head zero-knowledge proofs.
Int. J. Inf. Sec.
Joohee Lee, Sangrae Cho, Soohyung Kim, Saerom Park
2024 Misc conf
Efficient Privacy-Preserving Counting Method with Homomorphic Encryption.
ICISC
Jae-Yun Kim, Jieun Yun, Jung Hee Cheon, Saerom Park
2024 A* conf
Fair Sampling in Diffusion Models through Switching Mechanism.
AAAI
Yujin Choi, Jinseong Park, Hoki Kim, Jaewook Lee, Saerom Park
2024 A* conf
Privacy-Preserving Embedding via Look-up Table Evaluation with Fully Homomorphic Encryption.
ICML
Jaeyun Kim, Saerom Park, Joohee Lee, Jung Hee Cheon
2024 J jnl
Privacy-preserving inference resistant to model extraction attacks.
Expert Syst. Appl.
Junyoung Byun, Yujin Choi, Jaewook Lee, Saerom Park
2024 J jnl
The SaTML '24 CNN Interpretability Competition: New Innovations for Concept-Level Interpretability.
CoRR
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
2023 J jnl
Efficient differentially private kernel support vector classifier for multi-class classification.
Inf. Sci.
Jinseong Park, Yujin Choi, Junyoung Byun, Jaewook Lee, Saerom Park
2023 J jnl
Efficient homomorphic encryption framework for privacy-preserving regression.
Appl. Intell.
Junyoung Byun, Saerom Park, Yujin Choi, Jaewook Lee
2022 J jnl
Efficient Generation of Program Execution Hash.
IEEE Access
Eunyeong Ahn, Sunjin Kim, Saerom Park, Jong-Uk Hou, DaeHee Jang
2022 A* conf
Fairness Audit of Machine Learning Models with Confidential Computing.
WWW
Saerom Park, Seongmin Kim, Yeon-Sup Lim
2022 A* conf
Privacy-Preserving Fair Learning of Support Vector Machine with Homomorphic Encryption.
WWW
Saerom Park, Junyoung Byun, Joohee Lee
2021 J jnl
Stability Analysis of Denoising Autoencoders Based on Dynamical Projection System.
IEEE Trans. Knowl. Data Eng.
Saerom Park, Jaewook Lee
2020 J jnl
HE-Friendly Algorithm for Privacy-Preserving SVM Training.
IEEE Access
Saerom Park, Junyoung Byun, Joohee Lee, Jung Hee Cheon, Jaewook Lee
2020 A* conf
Lipschitz-Certifiable Training with a Tight Outer Bound.
NeurIPS
Sungyoon Lee, Jaewook Lee, Saerom Park
2019 J jnl
Learning of indiscriminate distributions of document embeddings for domain adaptation.
Intell. Data Anal.
Saerom Park, Woojin Lee, Jaewook Lee
2019 — conf
Security-preserving Support Vector Machine with Fully Homomorphic Encryption.
SafeAI@AAAI
Saerom Park, Jaewook Lee, Jung Hee Cheon, Juhee Lee, Jaeyun Kim, Junyoung Byun
2019 J jnl
Semi-supervised distributed representations of documents for sentiment analysis.
Neural Networks
Saerom Park, Jaewook Lee, Kyoungok Kim
2018 J jnl
Information-Based Boundary Equilibrium Generative Adversarial Networks with Interpretable Representation Learning.
Comput. Intell. Neurosci.
Junghoon Hah, Woojin Lee, Jaewook Lee, Saerom Park
2018 J jnl
Learning representative exemplars using one-class Gaussian process regression.
Pattern Recognit.
Youngdoo Son, Sujee Lee, Saerom Park, Jaewook Lee