Jaeuk Kim

14 papers A* 2Misc 1Journal 7Unranked 4

Year	Rank	Type	Title / 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

2025 Best paper conf

Assessing the Effectiveness of the Tigress Obfuscator Against MOPSA and BinaryNinja.

CheckMATE

Nicolò Altamura, Enrico Bragastini, Marco Campion, Mila Dalla Preda

2026 Best paper preprint

ASSEMBLAGE-DEEPHISTORY: A Cross-Build Binary Dataset with Temporal Coverage.

arXiv

Chang Liu, Noah Fleischmann, Nicolò Altamura, Edward Raff, James Holt, Kristopher Micinski