Jaeuk Kim

14 papers A* 2Misc 1Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2024 — conf
Adversarial Feature Alignment: Balancing Robustness and Accuracy in Deep Learning via Adversarial Training.
AISec@CCS
Leo Hyun Park, Jaeuk Kim, Myung Gyo Oh, Jaewoo Park, Taekyoung Kwon
2024 J jnl
Adversarial Feature Alignment: Balancing Robustness and Accuracy in Deep Learning via Adversarial Training.
CoRR
Leo Hyun Park, Jaeuk Kim, Myung Gyo Oh, Jaewoo Park, Taekyoung Kwon
2024 J jnl
BASE: a web service for providing compound-protein binding affinity prediction datasets with reduced similarity bias.
BMC Bioinform.
Hyojin Son, Sechan Lee, Jaeuk Kim, Haangik Park, Myeong-Ha Hwang, Gwan-Su Yi
2024 J jnl
SP-PIM: A Super-Pipelined Processing-In-Memory Accelerator With Local Error Prediction for Area/Energy-Efficient On-Device Learning.
IEEE J. Solid State Circuits
Jaehoon Heo, Jung-Hoon Kim, Wontak Han, Jaeuk Kim, Joo-Young Kim
2023 J jnl
GradFuzz: Fuzzing deep neural networks with gradient vector coverage for adversarial examples.
Neurocomputing
Leo Hyun Park, Soochang Chung, Jaeuk Kim, Taekyoung Kwon
2023 J jnl
Membership Inference Attacks With Token-Level Deduplication on Korean Language Models.
IEEE Access
Myung Gyo Oh, Leo Hyun Park, Jaeuk Kim, Jaewoo Park, Taekyoung Kwon
2023 — conf
SP-PIM: A 22.41TFLOPS/W, 8.81Epochs/Sec Super-Pipelined Processing-In-Memory Accelerator with Local Error Prediction for On-Device Learning.
VLSI Technology and Circuits
Jung-Hoon Kim, Jaehoon Heo, Wontak Han, Jaeuk Kim, Joo-Young Kim
2022 — conf
LearningGroup: A Real-Time Sparse Training on FPGA via Learnable Weight Grouping for Multi-Agent Reinforcement Learning.
FPT
Je Yang, Jaeuk Kim, Joo-Young Kim
2022 J jnl
LearningGroup: A Real-Time Sparse Training on FPGA via Learnable Weight Grouping for Multi-Agent Reinforcement Learning.
CoRR
Je Yang, Jaeuk Kim, Joo-Young Kim
2022 J jnl
Mixed and constrained input mutation for effective fuzzing of deep learning systems.
Inf. Sci.
Leo Hyun Park, Jaeuk Kim, Jaewoo Park, Taekyoung Kwon
2022 Misc conf
On Membership Inference Attacks to Generative Language Models Across Language Domains.
WISA
Myung Gyo Oh, Leo Hyun Park, Jaeuk Kim, Jaewoo Park, Taekyoung Kwon
2022 A* conf
Poster: Adversarial Defense with Deep Learning Coverage on MagNet's Purification.
CCS
Leo Hyun Park, Jaewoo Park, Soochang Chung, Jaeuk Kim, Myung Gyo Oh, Taekyoung Kwon
2021 — conf
Preliminary Evaluation of Path-aware Crossover Operators for Search-Based Test Data Generation for Autonomous Driving.
SBST@ICSE
Seunghee Han, Jaeuk Kim, Geon Kim, Jaemin Cho, Jiin Kim, Shin Yoo
2019 A* conf
Poster: Effective Layers in Coverage Metrics for Deep Neural Networks.
CCS
Leo Hyun Park, Sangjin Oh, Jaeuk Kim, Soochang Chung, Taekyoung Kwon