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Myung-Joon Kwon
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CATNet: Compression artifact tracing network for detection and localization of image splicing
MJ Kwon, IJY Yu, SH Nam, HK Lee
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2021
1682021
Learning JPEG Compression Artifacts for Image Manipulation Detection and Localization
MJ Kwon, SH Nam, IJ Yu, HK Lee, C Kim
International Journal of Computer Vision 130 (8), 1875-1895, 2022
1242022
Improving the transferability of targeted adversarial examples through object-based diverse input
J Byun, S Cho, MJ Kwon, HS Kim, C Kim
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
782022
Deep convolutional neural network for identifying seam-carving forgery
SH Nam, W Ahn, IJ Yu, MJ Kwon, M Son, HK Lee
IEEE Transactions on Circuits and Systems for Video Technology 31 (8), 3308-3326, 2020
262020
Manipulation classification for jpeg images using multi-domain features
IJ Yu, SH Nam, W Ahn, MJ Kwon, HK Lee
IEEE Access 8, 210837-210854, 2020
242020
Introducing competition to boost the transferability of targeted adversarial examples through clean feature mixup
J Byun, MJ Kwon, S Cho, Y Kim, C Kim
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2023
212023
Frame-rate up-conversion detection based on convolutional neural network for learning spatiotemporal features
M Yoon, SH Nam, IJ Yu, W Ahn, MJ Kwon, HK Lee
Forensic Science International 340, 111442, 2022
11*2022
Breaking temporal consistency: Generating video universal adversarial perturbations using image models
HS Kim, M Son, M Kim, MJ Kwon, C Kim
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
62023
Dual-path convolutional neural network for classifying fine-grained manipulations in H. 264 videos
W Bae, SH Nam, IJ Yu, MJ Kwon, M Yoon, HK Lee
Multimedia Tools and Applications, 1-28, 2021
62021
DHNet: Double MPEG-4 compression detection via multiple DCT histograms
SH Nam, W Ahn, MJ Kwon, J Kang, IJ Yu
IEEE MultiMedia 29 (2), 11-22, 2022
5*2022
Adaptive warping network for transferable adversarial attacks
M Son, MJ Kwon, HS Kim, J Byun, S Cho, C Kim
2022 IEEE International Conference on Image Processing (ICIP), 3056-3060, 2022
22022
탄성 변환을 이용한 적대적 예제의 전이성 향상
손민지, 권명준, 조승주, 김창익
대한전자공학회 학술대회, 620-624, 2021
12021
원근 변환 기법을 통한 적대적 이미지의 전이성 향상
김희선, 권명준, 변준영, 김창익
대한전자공학회 학술대회, 611-615, 2021
12021
언어 모델 다중 학습을 이용한 한국어 개체명 인식
김병재, 박찬민, 최윤영, 권명준, 서정연
한국어정보학회 학술대회, 333-337, 2017
12017
SAFIRE: Segment Any Forged Image Region
MJ Kwon, W Lee, SH Nam, M Son, C Kim
arXiv preprint arXiv:2412.08197, 2024
2024
FRIDAY: Mitigating Unintentional Facial Identity in Deepfake Detectors Guided by Facial Recognizers
Y Kim, MJ Kwon, W Lee, C Kim
2024 IEEE International Conference on Visual Communications and Image …, 2024
2024
편향과의 전투: 적대적 훈련을 통한 신경망 모델 교정
이원준, 권명준, 김영헌, 김창익
대한전자공학회 학술대회, 2103-2106, 2024
2024
부분적 이미지 조작 증강 기법을 통한 딥페이크 탐지 일반화 성능 향상
김영헌, 권명준, 이원준, 김창익
대한전자공학회 학술대회, 2099-2102, 2024
2024
사전 학습된 모델의 앙상블을 통한 합성 영상 탐지의 일반화 능력 향상
권명준, 이원준, 김영헌, 김창익
대한전자공학회 학술대회, 2187-2190, 2024
2024
Improving Adversarial Transferability Via Feature Translation
Y Kim, S Cho, J Byun, MJ Kwon, C Kim
2023 IEEE International Conference on Image Processing (ICIP), 3359-3363, 2023
2023
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