Are Your Sensitive Attributes Private? Novel Model Inversion Attribute Inference Attacks on Classification Models

23 January 2022

Papers citing "Are Your Sensitive Attributes Private? Novel Model Inversion Attribute Inference Attacks on Classification Models"

9 / 9 papers shown

Title
DeSIA: Attribute Inference Attacks Against Limited Fixed Aggregate Statistics Yifeng Mao Bozhidar Stevanoski Yves-Alexandre de Montjoye 45 0 0 25 Apr 2025
Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems Song Xia Yi Yu Wenhan Yang Meiwen Ding Zhuo Chen Lingyu Duan Alex C. Kot Xudong Jiang 42 2 0 01 Mar 2025
State-of-the-Art Approaches to Enhancing Privacy Preservation of Machine Learning Datasets: A Survey Chaoyu Zhang Shaoyu Li AILaw 35 3 0 25 Feb 2024
A Survey on Decentralized Identifiers and Verifiable Credentials Carlo Mazzocca Abbas Acar Selcuk Uluagac R. Montanari Paolo Bellavista Mauro Conti 38 13 0 04 Feb 2024
Membership inference attack with relative decision boundary distance Jiacheng Xu Chengxiang Tan 13 1 0 07 Jun 2023
Privacy Protectability: An Information-theoretical Approach Siping Shi Bihai Zhang Dan Wang 10 1 0 25 May 2023
A Privacy-Preserving Energy Theft Detection Model for Effective Demand-Response Management in Smart Grids Arwa Alromih John A. Clark P. Gope 13 2 0 23 Mar 2023
Purifier: Defending Data Inference Attacks via Transforming Confidence Scores Ziqi Yang Li-Juan Wang D. Yang Jie Wan Ziming Zhao E. Chang Fan Zhang Kui Ren AAML 11 15 0 01 Dec 2022
Attribute Inference Attacks in Online Multiplayer Video Games: a Case Study on Dota2 Pier Paolo Tricomi Lisa Facciolo Giovanni Apruzzese Mauro Conti 8 7 0 17 Oct 2022