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.
2024
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An Iterative Method for Unsupervised Robust Anomaly Detection Under Data Contamination
Kim, Minkyung, Yu, Jongmin, Kim, Junsik, Oh, Tae-Hyun, 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, Oh, Tae-Hyun
PATTERN RECOGNITION
2024 -
ImpacTile: Tile-level Localization for the Visually Impaired using Structural Uniqueness
Kim, Cherry, Wang, Seongjin, Kim, Dongjun, Pan, Shijia, Jun Han
HOTMOBILE '24: 25th International Workshop on Mobile Computing Systems and Applications
2024[] []
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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[]
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[Poster] ImpacTile: Tile-level Localization for the Visually Impaired using Structural Uniqueness
Kim, Cherry, Wang, Seongjin, Kim, Dongjun, Pan, Shijia, Jun Han
HOTMOBILE '24: 25th International Workshop on Mobile Computing Systems and Applications
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
김민선, Ha, Hyeonjeong, Sooel Son, Hwang Sung Ju
Thirty-seventh 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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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[]
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적대적 활성화도 기반 심층신경망 가지치기 보정 기법
임규민, 고기혁, 이수영, 손수엘
2022 한국컴퓨터종합학술대회 (KCC2022)
2022[] []
2021
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DGC: Dynamic Group Behavior Modeling that utilizes Context Information for Group Recommendation
Hyunji Jeong, Kwang Hee Lee, Myoung Ho Kim
KNOWLEDGE-BASED SYSTEMS
2021 -
Efficient Distance Sensitivity oracles for Real-World Graph Data
Lee, Jong-Ryul, Chin-Wan Chung
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
2021
