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Defensive denoising methods against adversarial attack

Lee, Sungyoon , Park, Saerom , Lee, Jaewook

Conference Paper Issue Date2018-08-20 View34

Designing Extremely Memory-Efficient CNNs for On-Device Vision Tasks File

Lee, Jaewook , Park, Yoel , Lee, Seulki

Conference Paper Issue Date2024-12-11 View22

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 View63

Efficient homomorphic encryption framework for privacy-preserving regression File

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

Article Issue Date2023-05 View68

Fair Sampling in Diffusion Models through Switching Mechanism

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

Conference Paper Issue Date2024-02-22 View65

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 View48

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 View1209

Instance Weighting Domain Adaptation Using Distance Kernel File

Lee, Woojin , Lee, Jaewook , Park, Saerom

Article Issue Date2018-06 View35

Learning Decentralized and Scalable Resource Management for Wireless Powered Communication Networks File

Kobuljon, Ismanov , Lee, Doyun , Hong, Seung-Eun , Lee, Jaewook , Lee, Hoon

Article Issue Date2024-11 View26

Learning of indiscriminate distributions of document embeddings for domain adaptation File

Park, Saerom , Lee, Woojin , Lee, Jaewook

Article Issue Date2019-09 View55

Learning representative exemplars using one-class Gaussian process regression File

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

Article Issue Date2018-02 View33

Lipschitz-certifiable training with a tight outer bound

Lee, Sungyoon , Lee, Jaewook , Park, Saerom

Conference Paper Issue Date2020-12-06 View61

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 View64

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 View83

Predicting Market Impact Costs Using Nonparametric Machine Learning Models File File

Park, Saerom , Lee, Jaewook , Son, Youngdoo

Article Issue Date2016-02 View41

Privacy-preserving inference resistant to model extraction attacks File

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

Article Issue Date2024-12 View50

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 View37

Semi-supervised distributed representations of documents for sentiment analysis File

Park, Saerom , Lee, Jaewook , Kim, Kyoungok

Article Issue Date2019-11 View37

Stability Analysis of Denoising Autoencoders Based on Dynamical Projection System File

Park, Saerom , Lee, Jaewook

Article Issue Date2021-08 View43

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