Directions
AI 기술은 보안 취약점 자동 탐지 기술의 정확도를 한층 더 끌어 올리는데 크게 기여하고 있다. 이와 동시에, AI 자체를 대상으로 하는 보안 위협에 대한 대응 기술도 활발히 개발되고 있다.
2025
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AegisRF: Adversarial Perturbations Guided with Sensitivity for Protecting Intellectual Property of Neural Radiance Fields
Woo Jae Kim, KYU BEOM HAN, Yoonki Cho, Youngju Na, Junsik Jung, Sooel Son, Sung-Eui Yoon
The British Machine Vision Conference (BMVC) 2025
2025[]
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BankTweak: Adversarial Attack Against Multi-Object Trackers by Manipulating Feature Banks
Shin, Woojin, Donghwa Kang, Choi, Daejin, Kang, Brent Byunghoon, Lee, Jinkyu, Baek, Hyeongboo
International Joint Conferences on Artificial Intelligence
2025[]
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Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding
Cho, Sukmin, Choi, Sangjin, Hwang, Taeho, Seo, Jeongyeon, Jeong, Soyeong, Lee, Huije, Song, Hoyun, Park, Jong C., Kwon Youngjin
Findings of the Association for Computational Linguistics: NAACL 2025
2025[]
2024
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An Iterative Method for Unsupervised Robust Anomaly Detection Under Data Contamination
Kim, Minkyung, Yu, Jongmin, Kim, Junsik, Tae-Hyun Oh, Choi, Jun Kyun
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
2024 -
ENInst: Enhancing weakly-supervised low-shot instance segmentation
Ye-Bin, Moon, Choi, Dongmin, Kwon, Yongjin, Kim, Junsik, Tae-Hyun Oh
PATTERN RECOGNITION
2024 -
Factorized Multi-Resolution HashGrid for Efficient Neural Radiance Fields: Execution on Edge-Devices
Kim, Jun-Seong, Kim, Mingyu, Kim, Geonu, Tae-Hyun Oh, Kim, Jin-Hwa
IEEE ROBOTICS AND AUTOMATION LETTERS
2024 -
Inverse Constraint Learning and Generalization by Transferable Reward Decomposition
Jang, Jaehwi, Song, Minjae, Park Daehyung
IEEE ROBOTICS AND AUTOMATION LETTERS
2024 -
PoE: A Domain-Specific Language for Exploitation
Jung Hyun Kim, Gustaman, Steve, Sang Kil Cha
SVCC
2024[]
2023
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Climate modeling with neural advection-diffusion equation
Choi, Hwangyong, Choi, Jeongwhan, Hwang, Jeehyun, Lee, Kookjin, Lee, Dongeun, Park, Noseong
KNOWLEDGE AND INFORMATION SYSTEMS
2023 -
Effective Targeted Attacks for Adversarial Self-Supervised Learning
Kim, Minseon, Ha, Hyeonjeong, Sooel Son, Hwang Sung Ju
37th Conference on Neural Information Processing Systems (NeurIPS 2023)
2023[]
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Margin-based Neural Network Watermarking
Kim, Byungjoo, Lee, Suyoung, Lee, Seanie, Sooel Son, Hwang Sung Ju
40th International Conference on Machine Learning (ICML 2023)
2023[] []
2022
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Bayesian inductive learning in group recommendations for seen and unseen groups
Kwang Hee Lee, Myoung Ho Kim
INFORMATION SCIENCES
2022[]
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GraphDistNet: A Graph-Based Collision-Distance Estimator for Gradient-Based Trajectory Optimization
김예승, Jinwoo Kim, Park Daehyung
IEEE ROBOTICS AND AUTOMATION LETTERS
2022[]
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Joint Framework for Single Image Reconstruction and Super-Resolution with an Event Camera
Wang, Lin, Kim Tae Kyun, Yoon, KJ
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
2022 -
Learning to Generate Inversion-Resistant Model Explanations
Jeong, Hoyong, Suyoung Lee, Hwang Sung Ju, Sooel Son
36th Annual Conference on Neural Information Processing Systems (NeurIPS 2022)
2022[] []
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TENAS: Using Taylor Expansion and Channel-level Skip Connection for Neural Architecture Search
Lim, Heechul, Kim Min-Soo
IEEE ACCESS
2022 -
VACS: 패션 객체 영역 분할 기법을 통한 가상 착용 기술 아티팩트 보정 시스템
박원정, 정유진, 박순찬, 박진아
정보과학회논문지
2022[]
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개체 유형 정보를 활용한 지식 그래프 임베딩
공승환, 정찬영, 주수헌, 황지영
정보과학회논문지
2022 -
고차 그래프 뉴럴 네트워크를 활용한 이질형 그래프에서의 링크 예측
안성진, 김명호
정보과학회 컴퓨팅의 실제 논문지
2022[]
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노드와 링크간의 상호작용을 동시에 반영한 그래프 어텐션 네트워크 기반 지식 그래프 임베딩
김준선, 김명호
정보과학회 논문지
2022[]
