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Defensive denoising methods against adversarial attack

Lee, Sungyoon , Park, Saerom , Lee, Jaewook

Conference Paper Issue Date2018-08-20 View5
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 View10
Efficient homomorphic encryption framework for privacy-preserving regression File

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

Article Issue Date2023-05 View16
Fair Sampling in Diffusion Models through Switching Mechanism

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

Conference Paper Issue Date2024-02-22 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 View9
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 View198
Instance Weighting Domain Adaptation Using Distance Kernel File

Lee, Woojin , Lee, Jaewook , Park, Saerom

Article Issue Date2018-06 View3
Learning of indiscriminate distributions of document embeddings for domain adaptation File

Park, Saerom , Lee, Woojin , Lee, Jaewook

Article Issue Date2019-09 View10
Learning representative exemplars using one-class Gaussian process regression File

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

Article Issue Date2018-02 View4
Lipschitz-certifiable training with a tight outer bound

Lee, Sungyoon , Lee, Jaewook , Park, Saerom

Conference Paper Issue Date2020-12-06 View5
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 View4
Physical Origins and Analysis of Negative-Bias Stress Instability Mechanism in Polymer-Based Thin-Film Transistors File

Lee, Jaewook , Jang, Jaeman , Kim, Hyeongjung , Lee, Jiyoul , Lee, Bang-Lin , Choi, Sung-Jin , Kim, Dong Myong , Kim, Dae Hwan , Kim, Kyung Rok

Article Issue Date2014-03 View5
Predicting Market Impact Costs Using Nonparametric Machine Learning Models File File

Park, Saerom , Lee, Jaewook , Son, Youngdoo

Article Issue Date2016-02 View4
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 View5
Semi-supervised distributed representations of documents for sentiment analysis File

Park, Saerom , Lee, Jaewook , Kim, Kyoungok

Article Issue Date2019-11 View8
Stability Analysis of Denoising Autoencoders Based on Dynamical Projection System File

Park, Saerom , Lee, Jaewook

Article Issue Date2021-08 View10
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