Adversarial Attacks Against Deep Generative Models on Data: A Survey

1 December 2021

Papers citing "Adversarial Attacks Against Deep Generative Models on Data: A Survey"

26 / 26 papers shown

Title
A Review of the Duality of Adversarial Learning in Network Intrusion: Attacks and Countermeasures Shalini Saini Anitha Chennamaneni Babatunde Sawyerr AAML 89 0 0 18 Dec 2024
PFGuard: A Generative Framework with Privacy and Fairness Safeguards Soyeon Kim Yuji Roh Geon Heo Steven Euijong Whang 39 0 0 03 Oct 2024
A Deep Generative Framework for Joint Households and Individuals Population Synthesis Xiao Qian Utkarsh Gangwal Shangjia Dong Rachel Davidson 55 1 0 30 Jun 2024
A Survey on Machine Unlearning: Techniques and New Emerged Privacy Risks Hengzhu Liu Ping Xiong Tianqing Zhu Philip S. Yu 42 6 0 10 Jun 2024
A Systematic Review of Federated Generative Models Ashkan Vedadi Gargary Emiliano De Cristofaro AI4CE 38 2 0 26 May 2024
U Can't Gen This? A Survey of Intellectual Property Protection Methods for Data in Generative AI Tanja Sarcevic Alicja Karlowicz Rudolf Mayer Ricardo A. Baeza-Yates Andreas Rauber 49 6 0 22 Apr 2024
Six Levels of Privacy: A Framework for Financial Synthetic Data T. Balch Vamsi K. Potluru Deepak Paramanand Manuela Veloso 33 0 0 20 Mar 2024
Sharing is CAIRing: Characterizing Principles and Assessing Properties of Universal Privacy Evaluation for Synthetic Tabular Data Tobias Hyrup A. Lautrup Arthur Zimek Peter Schneider-Kamp 46 2 0 19 Dec 2023
Preserving Privacy in GANs Against Membership Inference Attack Mohammadhadi Shateri Francisco Messina Fabrice Labeau Pablo Piantanida 17 4 0 06 Nov 2023
Generative Artificial Intelligence in Healthcare: Ethical Considerations and Assessment Checklist Yilin Ning Salinelat Teixayavong Yuqing Shang Julian Savulescu Vaishaanth Nagaraj ... Roger Vaughan M. Ong J. Sung E. J. Topol Nan Liu 36 7 0 02 Nov 2023
A supervised generative optimization approach for tabular data S. Nakamura-Sakai Fadi Hamad Saheed O. Obitayo Vamsi K. Potluru 21 2 0 10 Sep 2023
My Art My Choice: Adversarial Protection Against Unruly AI Anthony Rhodes Ram Bhagat U. Ciftci Ilke Demir DiffM 45 4 0 06 Sep 2023
Generative Adversarial Networks Unlearning Hui Sun Tianqing Zhu Wenhan Chang Wanlei Zhou MU GAN 26 6 0 19 Aug 2023
Adversarial Robustness in Unsupervised Machine Learning: A Systematic Review Mathias Lundteigen Mohus Jinyue Li AAML 30 1 0 01 Jun 2023
Challenges and Remedies to Privacy and Security in AIGC: Exploring the Potential of Privacy Computing, Blockchain, and Beyond Chuan Chen Zhenpeng Wu Yan-Hao Lai Wen-chao Ou Tianchi Liao Zibin Zheng 33 33 0 01 Jun 2023
Frauds Bargain Attack: Generating Adversarial Text Samples via Word Manipulation Process Mingze Ni Zhen-Biao Sun Wei Liu AAML SILM 33 7 0 01 Mar 2023
Raising the Cost of Malicious AI-Powered Image Editing Hadi Salman Alaa Khaddaj Guillaume Leclerc Andrew Ilyas A. Madry DiffM 28 109 0 13 Feb 2023
Adversarial robustness of VAEs through the lens of local geometry Asif Khan Amos Storkey AAML DRL 23 3 0 08 Aug 2022
Fidelity and Privacy of Synthetic Medical Data O. Mendelevitch M. Lesh 40 29 0 18 Jan 2021
Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary Jean-Francois Rajotte Soumendu Sundar Mukherjee Caleb Robinson Anthony Ortiz Christopher West J. L. Ferres R. Ng FedML MedIm 130 40 0 18 Jan 2021
Model Extraction and Defenses on Generative Adversarial Networks Hailong Hu Jun Pang SILM MIACV 31 14 0 06 Jan 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 306 10,368 0 12 Dec 2018
Generating Natural Language Adversarial Examples M. Alzantot Yash Sharma Ahmed Elgohary Bo-Jhang Ho Mani B. Srivastava Kai-Wei Chang AAML 258 915 0 21 Apr 2018
Generating Multi-label Discrete Patient Records using Generative Adversarial Networks Edward Choi Siddharth Biswal B. Malin J. Duke Walter F. Stewart Jimeng Sun SyDa GAN 156 569 0 19 Mar 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 337 10,621 0 19 Feb 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,455 0 21 Nov 2016