Defending against GAN-based Deepfake Attacks via Transformation-aware Adversarial Faces

12 June 2020

Yiran Chen

Papers citing "Defending against GAN-based Deepfake Attacks via Transformation-aware Adversarial Faces"

22 / 22 papers shown

Title
NullSwap: Proactive Identity Cloaking Against Deepfake Face Swapping Tianyi Wang Harry Cheng Xiao Zhang Yinglong Wang PICV 77 0 0 24 Mar 2025
FaceSwapGuard: Safeguarding Facial Privacy from DeepFake Threats through Identity Obfuscation Li Wang Zheng Li Xuzhi Zhang Shouling Ji Shanqing Guo PICV AAML 61 1 0 15 Feb 2025
Prompt-Agnostic Adversarial Perturbation for Customized Diffusion Models Cong Wan Yuhang He Xiang Song Yihong Gong DiffM AAML 37 7 0 20 Aug 2024
PID: Prompt-Independent Data Protection Against Latent Diffusion Models Ang Li Yichuan Mo Mingjie Li Yisen Wang AAML 43 2 0 14 Jun 2024
Deepfake Sentry: Harnessing Ensemble Intelligence for Resilient Detection and Generalisation Liviu-Daniel Ștefan Dan-Cristian Stanciu Mihai Dogariu M. Constantin A. Jitaru Bogdan Ionescu AAML 37 0 0 29 Mar 2024
Adversarially Robust Deepfake Detection via Adversarial Feature Similarity Learning Sarwar Khan AAML 29 4 0 06 Feb 2024
Copyright Protection in Generative AI: A Technical Perspective Jie Ren Han Xu Pengfei He Yingqian Cui Shenglai Zeng ... Hongzhi Wen Jiayuan Ding Hui Liu Yi Chang Jiliang Tang DeLMO 28 31 0 04 Feb 2024
Dual Defense: Adversarial, Traceable, and Invisible Robust Watermarking against Face Swapping Yunming Zhang Dengpan Ye Caiyun Xie Long Tang Chuanxi Chen Ziyi Liu Jiacheng Deng 27 0 0 25 Oct 2023
Adversarial Machine Learning for Social Good: Reframing the Adversary as an Ally Shawqi Al-Maliki Adnan Qayyum Hassan Ali M. Abdallah Junaid Qadir D. Hoang Dusit Niyato Ala I. Al-Fuqaha AAML 28 3 0 05 Oct 2023
Dual Governance: The intersection of centralized regulation and crowdsourced safety mechanisms for Generative AI Avijit Ghosh D. Lakshmi 24 3 0 02 Aug 2023
Building an Invisible Shield for Your Portrait against Deepfakes Jiazhi Guan Tianshu Hu Hang Zhou Zhizhi Guo Lirui Deng Chengbin Quan Errui Ding Youjian Zhao PICV 29 4 0 22 May 2023
Towards Prompt-robust Face Privacy Protection via Adversarial Decoupling Augmentation Framework Ruijia Wu Yuhang Wang Huafeng Shi Zhipeng Yu Yichao Wu Ding Liang DiffM 29 9 0 06 May 2023
Anti-DreamBooth: Protecting users from personalized text-to-image synthesis T. Le Hao Phung Thuan Hoang Nguyen Quan Dao Ngoc N. Tran Anh Tran 28 91 0 27 Mar 2023
Adversarial Attacks and Defenses in Machine Learning-Powered Networks: A Contemporary Survey Yulong Wang Tong Sun Shenghong Li Xinnan Yuan W. Ni E. Hossain H. Vincent Poor AAML 26 18 0 11 Mar 2023
Scapegoat Generation for Privacy Protection from Deepfake Gido Kato Yoshihiro Fukuhara Mariko Isogawa Hideki Tsunashima Hirokatsu Kataoka Shigeo Morishima PICV 6 1 0 06 Mar 2023
Deepfake Detection using Biological Features: A Survey Kundan Patil Shrushti Kale Jaivanti Dhokey Abhishek A. Gulhane 17 9 0 14 Jan 2023
Watermark Vaccine: Adversarial Attacks to Prevent Watermark Removal Xinwei Liu Jian Liu Yang Bai Jindong Gu Tao Chen Xiaojun Jia Xiaochun Cao AAML WIGM 33 26 0 17 Jul 2022
Anti-Forgery: Towards a Stealthy and Robust DeepFake Disruption Attack via Adversarial Perceptual-aware Perturbations Run Wang Zi-Shun Huang Zhikai Chen Li Liu Jing Chen Lina Wang AAML 16 47 0 01 Jun 2022
Protecting Facial Privacy: Generating Adversarial Identity Masks via Style-robust Makeup Transfer Shengshan Hu Xiaogeng Liu Yechao Zhang Minghui Li L. Zhang Hai Jin Libing Wu AAML PICV 31 91 0 07 Mar 2022
Intermediate Layer Optimization for Inverse Problems using Deep Generative Models Giannis Daras Joseph Dean A. Jalal A. Dimakis DRL 188 83 0 15 Feb 2021
FakeTagger: Robust Safeguards against DeepFake Dissemination via Provenance Tracking Run Wang Felix Juefei Xu Mengqing Luo Yang Liu Lina Wang 38 72 0 21 Sep 2020
Deep Learning for Deepfakes Creation and Detection: A Survey Thanh Thi Nguyen Quoc Viet Hung Nguyen Dung Nguyen D. Nguyen Thien Huynh-The S. Nahavandi Thanh Tam Nguyen Viet Quoc Pham Cu Nguyen 28 433 0 25 Sep 2019