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Defensive denoising methods against adversarial attack

Lee, Sungyoon , Park, Saerom , Lee, Jaewook

Conference Paper Issue Date2018-08-20 View13

Efficient differentially private kernel support vector classifier for multi-class classification File

Park, Jinseong , Choi, Yujin , Byun, Junyoung , Lee, Jaewook , Park, Saerom

Article Issue Date2023-01 View21

Efficient Generation of Program Execution Hash File File

Ahn, Eunyeong , Kim, Sunjin , Park, Saerom , Hou, Jong-Uk , Jang, Daehee

Article Issue Date2022-06 View9

Efficient homomorphic encryption framework for privacy-preserving regression File

Byun, Junyoung , Park, Saerom , Choi, Yujin , Lee, Jaewook

Article Issue Date2023-05 View26

Fair Sampling in Diffusion Models through Switching Mechanism

Choi, Yujin , Park, Jinseong , Kim, Hoki , Lee, Jaewook , Park, Saerom

Conference Paper Issue Date2024-02-22 View17

Fairness Audit of Machine Learning Models with Confidential Computing File

Park, Saerom , Kim, Seongmin , Lim, Yeon-Sup

Conference Paper Issue Date2022-04-25 View6

HE-Friendly Algorithm for Privacy-Preserving SVM Training File File

Park, Saerom , Byun, Junyoung , Lee, Joohee , Cheon, Jung Hee , Lee, Jaewook

Article Issue Date2020-03 View15

Inductive ensemble clustering using kernel support matching File File

Park, Saerom , Hah, J. , Lee, J.

Article Issue Date2017-12 View15

Information-Based Boundary Equilibrium Generative Adversarial Networks with Interpretable Representation Learning File File

Hah, Junghoon , Lee, Woojin , Lee, Jaewook , Park, Saerom

Article Issue Date2018-10 View505

Instance Weighting Domain Adaptation Using Distance Kernel File

Lee, Woojin , Lee, Jaewook , Park, Saerom

Article Issue Date2018-06 View8

Learning of indiscriminate distributions of document embeddings for domain adaptation File

Park, Saerom , Lee, Woojin , Lee, Jaewook

Article Issue Date2019-09 View14

Learning representative exemplars using one-class Gaussian process regression File

Son, Youngdoo , Lee, Sujee , Park, Saerom , Lee, Jaewook

Article Issue Date2018-02 View10

Lipschitz-certifiable training with a tight outer bound

Lee, Sungyoon , Lee, Jaewook , Park, Saerom

Conference Paper Issue Date2020-12-06 View13

Loss-Driven Adversarial Ensemble Deep Learning for On-Line Time Series Analysis File File

Ko, Hyungjin , Lee, Jaewook , Byun, Junyoung , Son, Bumho , Park, Saerom

Article Issue Date2019-06 View14

Predicting Market Impact Costs Using Nonparametric Machine Learning Models File File

Park, Saerom , Lee, Jaewook , Son, Youngdoo

Article Issue Date2016-02 View10

Privacy-Preserving Fair Learning of Support Vector Machine with Homomorphic Encryption File

Park, Saerom , Byun, Junyoung , Lee, Joohee

Conference Paper Issue Date2022-04-25 View7

Privacy‐preserving evaluation for support vector clustering File File

Byun, J. , Lee, J. , Park, Saerom

Article Issue Date2021-01 View14

Security-preserving support vector machine with fully homomorphic encryption

Park, Saerom , Kim, Jaeyun , Lee, Joohee , Byun, Junyoung , Cheon, Jung Hee , Lee, Jaewook

Conference Paper Issue Date2019-01-27 View10

Semi-supervised distributed representations of documents for sentiment analysis File

Park, Saerom , Lee, Jaewook , Kim, Kyoungok

Article Issue Date2019-11 View16

Stability Analysis of Denoising Autoencoders Based on Dynamical Projection System File

Park, Saerom , Lee, Jaewook

Article Issue Date2021-08 View16

라벨 임베딩 분포를 사용한 효율적인 딥러닝 앙상블 방법 File

박새롬

Article Issue Date2021-01 View17

부분 민감 정보를 포함한 안전한 SVM 학습 방법론 File

박새롬

Article Issue Date2021-04 View17

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