Information Laundering for Model Privacy

Information Laundering for Model Privacy

13 September 2020

Xinran Wang

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Papers citing "Information Laundering for Model Privacy"

8 / 8 papers shown

Title
Model Privacy: A Unified Framework to Understand Model Stealing Attacks and Defenses G. Wang Yuhong Yang Jie Ding 60 1 0 24 Feb 2025
Adversarial Sampling for Fairness Testing in Deep Neural Network Tosin Ige William Marfo Justin Tonkinson Sikiru Adewale Bolanle Hafiz Matti OOD 46 9 0 06 Mar 2023
A Framework for Understanding Model Extraction Attack and Defense Xun Xian Min-Fong Hong Jie Ding SILM MIACV FedML 37 2 0 23 Jun 2022
I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences Daryna Oliynyk Rudolf Mayer Andreas Rauber 109 114 0 16 Jun 2022
Self-Aware Personalized Federated Learning Huili Chen Jie Ding Eric W. Tramel Shuang Wu Anit Kumar Sahu Salman Avestimehr Tao Zhang FedML 85 27 0 17 Apr 2022
Federated Learning Challenges and Opportunities: An Outlook Jie Ding Eric W. Tramel Anit Kumar Sahu Shuang Wu Salman Avestimehr Tao Zhang FedML 120 57 0 01 Feb 2022
GAL: Gradient Assisted Learning for Decentralized Multi-Organization Collaborations Enmao Diao Jie Ding Vahid Tarokh FedML 84 17 0 02 Jun 2021
Black-Box Dissector: Towards Erasing-based Hard-Label Model Stealing Attack Yixu Wang Jie Li Hong Liu Yan Wang Yongjian Wu Feiyue Huang Rongrong Ji AAML 109 36 0 03 May 2021