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2020 – today
- 2024
[j10]Khanh-Duy Nguyen
, Huy H. Nguyen, Trung-Nghia Le, Junichi Yamagishi, Isao Echizen:
Analysis of Fine-Grained Counting Methods for Masked Face Counting: A Comparative Study. IEEE Access 12: 27426-27443 (2024)- [j9]Hichem Felouat, Huy H. Nguyen, Trung-Nghia Le, Junichi Yamagishi, Isao Echizen:
eKYC-DF: A Large-Scale Deepfake Dataset for Developing and Evaluating eKYC Systems. IEEE Access 12: 30876-30892 (2024) - [j8]Shuying Xu, Ching-Chun Chang, Huy H. Nguyen, Isao Echizen:
Reversible anonymization for privacy of facial biometrics via cyclic learning. EURASIP J. Inf. Secur. 2024(1): 24 (2024) - [c35]Fatma Shalabi, Hichem Felouat, Huy H. Nguyen, Isao Echizen:
Leveraging Chat-Based Large Vision Language Models for Multimodal Out-of-Context Detection. AINA (4) 2024: 86-98 - [c34]Zhicheng Dou, Yuchen Guo, Ching-Chun Chang, Huy H. Nguyen, Isao Echizen:
Enhancing Robustness of LLM-Synthetic Text Detectors for Academic Writing: A Comprehensive Analysis. AINA (4) 2024: 266-277 - [c33]Yoshihiko Furuhashi, Junichi Yamagishi, Xin Wang, Huy H. Nguyen, Isao Echizen:
Exploring Active Data Selection Strategies for Continuous Training in Deepfake Detection. BIOSIG 2024: 1-5 - [c32]Folco Bertini Baldassini, Huy H. Nguyen, Ching-Chung Chang, Isao Echizen:
Cross-Attention watermarking of Large Language Models. ICASSP 2024: 4625-4629 - [c31]Huy H. Nguyen, Junichi Yamagishi, Isao Echizen:
Exploring Self-Supervised Vision Transformers for Deepfake Detection: A Comparative Analysis. IJCB 2024: 1-10 - [c30]Yuran Qiu, Huy H. Nguyen, Qingyao Liao, Chun-Shien Lu, Isao Echizen:
Analysis of Backdoor Attacks on Deepfake Detection. IJCB 2024: 1-9 - [c29]Yuyang Sun, Huy H. Nguyen, Chun-Shien Lu, Zhiyong Zhang, Lu Sun, Isao Echizen:
Generalized Deepfakes Detection with Reconstructed-Blended Images and Multi-scale Feature Reconstruction Network. IJCB 2024: 1-11 - [i35]Barry Shichen Hu, Siyun Liang, Johannes C. Paetzold, Huy H. Nguyen, Isao Echizen, Jiapeng Tang:
Surface Normal Estimation with Transformers. CoRR abs/2401.05745 (2024) - [i34]Folco Bertini Baldassini, Huy H. Nguyen, Ching-Chung Chang, Isao Echizen:
Cross-Attention Watermarking of Large Language Models. CoRR abs/2401.06829 (2024) - [i33]Zhicheng Dou, Yuchen Guo, Ching-Chun Chang, Huy H. Nguyen, Isao Echizen:
Enhancing Robustness of LLM-Synthetic Text Detectors for Academic Writing: A Comprehensive Analysis. CoRR abs/2401.08046 (2024) - [i32]AprilPyone MaungMaung, Huy H. Nguyen, Hitoshi Kiya, Isao Echizen:
Fine-Tuning Text-To-Image Diffusion Models for Class-Wise Spurious Feature Generation. CoRR abs/2402.08200 (2024) - [i31]Fatma Shalabi, Hichem Felouat, Huy H. Nguyen, Isao Echizen:
Leveraging Chat-Based Large Vision Language Models for Multimodal Out-Of-Context Detection. CoRR abs/2403.08776 (2024) - [i30]Fatma Shalabi, Huy H. Nguyen, Hichem Felouat, Ching-Chun Chang, Isao Echizen:
Image-Text Out-Of-Context Detection Using Synthetic Multimodal Misinformation. CoRR abs/2403.08783 (2024) - [i29]Huy H. Nguyen, Junichi Yamagishi, Isao Echizen:
Exploring Self-Supervised Vision Transformers for Deepfake Detection: A Comparative Analysis. CoRR abs/2405.00355 (2024) - [i28]Felix Hsieh, Huy H. Nguyen, AprilPyone MaungMaung, Dmitrii Usynin, Isao Echizen:
Mitigating Backdoor Attacks using Activation-Guided Model Editing. CoRR abs/2407.07662 (2024) - [i27]Shuhan Cui, Huy H. Nguyen, Trung-Nghia Le, Chun-Shien Lu, Isao Echizen:
LookupForensics: A Large-Scale Multi-Task Dataset for Multi-Phase Image-Based Fact Verification. CoRR abs/2407.18614 (2024) - [i26]Muyao Niu, Zhuoxiao Li, Yifan Zhan, Huy H. Nguyen, Isao Echizen, Yinqiang Zheng:
Physics-Based Adversarial Attack on Near-Infrared Human Detector for Nighttime Surveillance Camera Systems. CoRR abs/2412.13709 (2024) - 2023
- [j7]Ching-Chun Chang, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen:
Cyber Vaccine for Deepfake Immunity. IEEE Access 11: 105027-105039 (2023) - [c28]Tinghui Ouyang, Hoang-Quoc Nguyen-Son, Huy H. Nguyen, Isao Echizen, Yoshiki Seo:
Quality Assurance of A GPT-Based Sentiment Analysis System: Adversarial Review Data Generation and Detection. APSEC 2023: 450-457 - [c27]Fatma Shalabi, Huy H. Nguyen, Hichem Felouat, Ching-Chun Chang, Isao Echizen:
Image-Text Out-Of-Context Detection Using Synthetic Multimodal Misinformation. APSIPA ASC 2023: 605-612 - [c26]Huy H. Nguyen, Junichi Yamagishi, Isao Echizen:
How Close Are Other Computer Vision Tasks to Deepfake Detection? IJCB 2023: 1-10 - [c25]Erjin Bao, Ching-Chun Chang, Huy H. Nguyen, Isao Echizen:
From Deconstruction to Reconstruction: A Plug-In Module for Diffusion-Based Purification of Adversarial Examples. IWDW 2023: 48-62 - [c24]Muyao Niu, Zhuoxiao Li, Yifan Zhan, Huy H. Nguyen, Isao Echizen, Yinqiang Zheng:
Physics-Based Adversarial Attack on Near-Infrared Human Detector for Nighttime Surveillance Camera Systems. ACM Multimedia 2023: 8799-8807 - [c23]Yuyang Sun, Zhiyong Zhang, Isao Echizen, Huy H. Nguyen, Changzhen Qiu, Lu Sun:
Face Forgery Detection Based on Facial Region Displacement Trajectory Series. WACV (Workshops) 2023: 633-642 - [c22]Futa Waseda, Sosuke Nishikawa, Trung-Nghia Le, Huy H. Nguyen, Isao Echizen:
Closer Look at the Transferability of Adversarial Examples: How They Fool Different Models Differently. WACV 2023: 1360-1368 - [c21]Huy H. Nguyen, Trung-Nghia Le, Junichi Yamagishi, Isao Echizen:
Analysis of Master Vein Attacks on Finger Vein Recognition Systems. WACV 2023: 1900-1908 - [i25]Ching-Chun Chang, Huy Hong Nguyen, Junichi Yamagishi, Isao Echizen:
Cyber Vaccine for Deepfake Immunity. CoRR abs/2303.02659 (2023) - [i24]Lukas Strack, Futa Waseda, Huy H. Nguyen, Yinqiang Zheng, Isao Echizen:
Defending Against Physical Adversarial Patch Attacks on Infrared Human Detection. CoRR abs/2309.15519 (2023) - [i23]Huy H. Nguyen, Junichi Yamagishi, Isao Echizen:
How Close are Other Computer Vision Tasks to Deepfake Detection? CoRR abs/2310.00922 (2023) - [i22]Tinghui Ouyang, Hoang-Quoc Nguyen-Son, Huy H. Nguyen, Isao Echizen, Yoshiki Seo:
Quality Assurance of A GPT-based Sentiment Analysis System: Adversarial Review Data Generation and Detection. CoRR abs/2310.05312 (2023) - [i21]Yuyang Sun, Huy H. Nguyen, Chun-Shien Lu, Zhiyong Zhang, Lu Sun, Isao Echizen:
Generalized Deepfakes Detection with Reconstructed-Blended Images and Multi-scale Feature Reconstruction Network. CoRR abs/2312.08020 (2023) - 2022
- [j6]Huy H. Nguyen, Minoru Kuribayashi, Junichi Yamagishi, Isao Echizen:
Effects of Image Processing Operations on Adversarial Noise and Their Use in Detecting and Correcting Adversarial Images. IEICE Trans. Inf. Syst. 105-D(1): 65-77 (2022) - [j5]Trong-Le Do, Mai-Khiem Tran, Huy H. Nguyen, Minh-Triet Tran:
Potential Attacks of DeepFake on eKYC Systems and Remedy for eKYC with DeepFake Detection Using Two-Stream Network of Facial Appearance and Motion Features. SN Comput. Sci. 3(6): 464 (2022) - [j4]Huy H. Nguyen, Sébastien Marcel, Junichi Yamagishi, Isao Echizen:
Master Face Attacks on Face Recognition Systems. IEEE Trans. Biom. Behav. Identity Sci. 4(3): 398-411 (2022) - [c20]Trung-Nghia Le, Ta Gu, Huy H. Nguyen, Isao Echizen:
Rethinking Adversarial Examples for Location Privacy Protection. WIFS 2022: 1-6 - [p2]Huy H. Nguyen, Junichi Yamagishi, Isao Echizen:
Capsule-Forensics Networks for Deepfake Detection. Handbook of Digital Face Manipulation and Detection 2022: 275-301 - [p1]Ruben Tolosana, Christian Rathgeb, Rubén Vera-Rodríguez, Christoph Busch, Luisa Verdoliva, Siwei Lyu, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen, Peter Rot, Klemen Grm, Vitomir Struc, Antitza Dantcheva, Zahid Akhtar, Sergio Romero-Tapiador, Julian Fiérrez, Aythami Morales, Javier Ortega-Garcia, Els Kindt, Catherine Jasserand, Tarmo Kalvet, Marek Tiits:
Future Trends in Digital Face Manipulation and Detection. Handbook of Digital Face Manipulation and Detection 2022: 463-482 - [i20]Trung-Nghia Le, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen:
Robust Deepfake On Unrestricted Media: Generation And Detection. CoRR abs/2202.06228 (2022) - [i19]Trung-Nghia Le, Ta Gu, Huy H. Nguyen, Isao Echizen:
Rethinking Adversarial Examples for Location Privacy Protection. CoRR abs/2206.14020 (2022) - [i18]Huy H. Nguyen, Trung-Nghia Le, Junichi Yamagishi, Isao Echizen:
Analysis of Master Vein Attacks on Finger Vein Recognition Systems. CoRR abs/2210.10667 (2022) - [i17]Yuyang Sun, Zhiyong Zhang, Isao Echizen, Huy H. Nguyen, Changzhen Qiu, Lu Sun:
Face Forgery Detection Based on Facial Region Displacement Trajectory Series. CoRR abs/2212.03678 (2022) - 2021
- [j3]Noboru Babaguchi, Isao Echizen, Junichi Yamagishi, Naoko Nitta, Yuta Nakashima, Kazuaki Nakamura, Kazuhiro Kono, Fuming Fang, Seiko Myojin, Zhenzhong Kuang, Huy H. Nguyen, Ngoc-Dung T. Tieu:
Preventing Fake Information Generation Against Media Clone Attacks. IEICE Trans. Inf. Syst. 104-D(1): 2-11 (2021) - [j2]Isao Echizen, Noboru Babaguchi, Junichi Yamagishi, Naoko Nitta, Yuta Nakashima, Kazuaki Nakamura, Kazuhiro Kono, Fuming Fang, Seiko Myojin, Zhenzhong Kuang, Huy H. Nguyen, Ngoc-Dung T. Tieu:
Generation and Detection of Media Clones. IEICE Trans. Inf. Syst. 104-D(1): 12-23 (2021) - [c19]Yuma Yamasaki, Minoru Kuribayashi, Nobuo Funabiki, Huy H. Nguyen, Isao Echizen:
Feature Extraction Based on Denoising Auto Encoder for Classification of Adversarial Examples. APSIPA ASC 2021: 1815-1820 - [c18]Marc Treu, Trung-Nghia Le, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen:
Fashion-Guided Adversarial Attack on Person Segmentation. CVPR Workshops 2021: 943-952 - [c17]Trong-Le Do, Mai-Khiem Tran, Huy H. Nguyen, Minh-Triet Tran:
Potential Threat of Face Swapping to eKYC with Face Registration and Augmented Solution with Deepfake Detection. FDSE 2021: 293-307 - [c16]Trung-Nghia Le, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen:
OpenForensics: Large-Scale Challenging Dataset For Multi-Face Forgery Detection And Segmentation In-The-Wild. ICCV 2021: 10097-10107 - [i16]Marc Treu, Trung-Nghia Le, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen:
Fashion-Guided Adversarial Attack on Person Segmentation. CoRR abs/2104.08422 (2021) - [i15]Trung-Nghia Le, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen:
OpenForensics: Large-Scale Challenging Dataset For Multi-Face Forgery Detection And Segmentation In-The-Wild. CoRR abs/2107.14480 (2021) - [i14]Huy H. Nguyen, Sébastien Marcel, Junichi Yamagishi, Isao Echizen:
Master Face Attacks on Face Recognition Systems. CoRR abs/2109.03398 (2021) - [i13]Khanh-Duy Nguyen, Huy H. Nguyen, Trung-Nghia Le, Junichi Yamagishi, Isao Echizen:
Effectiveness of Detection-based and Regression-based Approaches for Estimating Mask-Wearing Ratio. CoRR abs/2111.12888 (2021) - [i12]Futa Waseda, Sosuke Nishikawa, Trung-Nghia Le, Huy H. Nguyen, Isao Echizen:
Closer Look at the Transferability of Adversarial Examples: How They Fool Different Models Differently. CoRR abs/2112.14337 (2021) - 2020
- [c15]David Ifeoluwa Adelani, Haotian Mai, Fuming Fang, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen:
Generating Sentiment-Preserving Fake Online Reviews Using Neural Language Models and Their Human- and Machine-Based Detection. AINA 2020: 1341-1354 - [c14]Rong Huang, Fuming Fang, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen:
A Method for Identifying Origin of Digital Images Using a Convolutional Neural Network. APSIPA 2020: 1293-1299 - [c13]Akinori Higashi, Minoru Kuribayashi, Nobuo Funabiki, Huy H. Nguyen, Isao Echizen:
Detection of Adversarial Examples Based on Sensitivities to Noise Removal Filter. APSIPA 2020: 1386-1391 - [c12]Huy H. Nguyen, Junichi Yamagishi, Isao Echizen, Sébastien Marcel:
Generating Master Faces for Use in Performing Wolf Attacks on Face Recognition Systems. IJCB 2020: 1-10 - [c11]Rong Huang, Fuming Fang, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen:
Security of Facial Forensics Models Against Adversarial Attacks. ICIP 2020: 2236-2240 - [i11]Huy H. Nguyen, Junichi Yamagishi, Isao Echizen, Sébastien Marcel:
Generating Master Faces for Use in Performing Wolf Attacks on Face Recognition Systems. CoRR abs/2006.08376 (2020) - [i10]Saurabh Gupta, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen:
Viable Threat on News Reading: Generating Biased News Using Natural Language Models. CoRR abs/2010.02150 (2020)
2010 – 2019
- 2019
- [j1]Ngoc-Dung T. Tieu, Huy H. Nguyen, Hoang-Quoc Nguyen-Son, Junichi Yamagishi, Isao Echizen:
Spatio-temporal generative adversarial network for gait anonymization. J. Inf. Secur. Appl. 46: 307-319 (2019) - [c10]Ngoc-Dung T. Tieu, Huy H. Nguyen, Fuming Fang, Junichi Yamagishi, Isao Echizen:
An RGB Gait Anonymization Model for Low-Quality Silhouettes. APSIPA 2019: 1686-1693 - [c9]Huy H. Nguyen, Fuming Fang, Junichi Yamagishi, Isao Echizen:
Multi-task Learning for Detecting and Segmenting Manipulated Facial Images and Videos. BTAS 2019: 1-8 - [c8]Huy H. Nguyen, Junichi Yamagishi, Isao Echizen:
Capsule-forensics: Using Capsule Networks to Detect Forged Images and Videos. ICASSP 2019: 2307-2311 - [i9]Huy H. Nguyen, Fuming Fang, Junichi Yamagishi, Isao Echizen:
Multi-task Learning For Detecting and Segmenting Manipulated Facial Images and Videos. CoRR abs/1906.06876 (2019) - [i8]David Ifeoluwa Adelani, Haotian Mai, Fuming Fang, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen:
Generating Sentiment-Preserving Fake Online Reviews Using Neural Language Models and Their Human- and Machine-based Detection. CoRR abs/1907.09177 (2019) - [i7]Huy H. Nguyen, Junichi Yamagishi, Isao Echizen:
Use of a Capsule Network to Detect Fake Images and Videos. CoRR abs/1910.12467 (2019) - [i6]Rong Huang, Fuming Fang, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen:
A Method for Identifying Origin of Digital Images Using a Convolution Neural Network. CoRR abs/1911.00655 (2019) - [i5]Rong Huang, Fuming Fang, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen:
Security of Facial Forensics Models Against Adversarial Attacks. CoRR abs/1911.00660 (2019) - [i4]Huy H. Nguyen, Minoru Kuribayashi, Junichi Yamagishi, Isao Echizen:
Detecting and Correcting Adversarial Images Using Image Processing Operations. CoRR abs/1912.05391 (2019) - 2018
- [c7]Huy H. Nguyen, Ngoc-Dung T. Tieu, Hoang-Quoc Nguyen-Son, Vincent Nozick, Junichi Yamagishi, Isao Echizen:
Modular Convolutional Neural Network for Discriminating between Computer-Generated Images and Photographic Images. ARES 2018: 1:1-1:10 - [c6]Huy H. Nguyen, Ngoc-Dung T. Tieu, Hoang-Quoc Nguyen-Son, Junichi Yamagishi, Isao Echizen:
Transformation on Computer-Generated Facial Image to Avoid Detection by Spoofing Detector. ICME 2018: 1-6 - [c5]Hoang-Quoc Nguyen-Son, Huy H. Nguyen, Ngoc-Dung T. Tieu, Junichi Yamagishi, Isao Echizen:
Identifying Computer-Translated Paragraphs using Coherence Features. PACLIC 2018 - [i3]Huy H. Nguyen, Ngoc-Dung T. Tieu, Hoang-Quoc Nguyen-Son, Junichi Yamagishi, Isao Echizen:
Transformation on Computer-Generated Facial Image to Avoid Detection by Spoofing Detector. CoRR abs/1804.04418 (2018) - [i2]Huy H. Nguyen, Junichi Yamagishi, Isao Echizen:
Capsule-Forensics: Using Capsule Networks to Detect Forged Images and Videos. CoRR abs/1810.11215 (2018) - [i1]Hoang-Quoc Nguyen-Son, Ngoc-Dung T. Tieu, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen:
Identifying Computer-Translated Paragraphs using Coherence Features. CoRR abs/1812.10896 (2018) - 2017
- [c4]Hoang-Quoc Nguyen-Son, Ngoc-Dung T. Tieu, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen:
Identifying computer-generated text using statistical analysis. APSIPA 2017: 1504-1511 - [c3]Ngoc-Dung T. Tieu, Huy H. Nguyen, Hoang-Quoc Nguyen-Son, Junichi Yamagishi, Isao Echizen:
An approach for gait anonymization using deep learning. WIFS 2017: 1-6 - 2015
- [c2]Huan Nguyen, Huy H. Nguyen, Thang Hoang, Deokjai Choi, Thuc Dinh Nguyen:
A Generalized Authentication Scheme for Mobile Phones Using Gait Signals. ICETE (Selected Papers) 2015: 386-407 - [c1]Huy H. Nguyen, Hoang-Quoc Nguyen-Son, Thuc Dinh Nguyen, Isao Echizen:
Discriminating Between Computer-Generated Facial Images and Natural Ones Using Smoothness Property and Local Entropy. IWDW 2015: 39-50
Coauthor Index
[j10] [j9] [j8] [c35] [c34] [c33] [c32] [c31] [c30] [c29] [i35] [i34] [i33] [i32] [i31] [i30] [i29] [i28] [i27] [i26] [j7] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [i25] [i24] [i23] [i22] [i21] [j6] [j4] [c20] [p2] [p1] [i20] [i19] [i18] [i17] [j3] [j2] [c19] [c18] [c16] [i16] [i15] [i14] [i13] [i12] [c15] [c14] [c13] [c12] [c11] [i11] [i10] [j1] [c10] [c9] [c8] [i9] [i8] [i7] [i6] [i5] [i4] [c7] [c6] [c5] [i3] [i2] [i1] [c4] [c3] [c1]
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