Auditing Membership Leakages of Multi-Exit Networks

Conference on Computer and Communications Security (CCS), 2022

23 August 2022

Zheng Li

Michael Backes

Papers citing "Auditing Membership Leakages of Multi-Exit Networks"

25 / 25 papers shown

Title
DCMI: A Differential Calibration Membership Inference Attack Against Retrieval-Augmented Generation Xinyu Gao Xiangtao Meng Yingkai Dong Zheng Li Shanqing Guo 100 0 0 07 Sep 2025
Who Owns This Sample: Cross-Client Membership Inference Attack in Federated Graph Neural Networks K. Li Di Wu Jun Bai Jing Xu Lei Yang Ziyi Zhang Yiliao Song Wencheng Yang Taotao Cai Yan Li AAML FedML 160 0 0 26 Jul 2025
CompLeak: Deep Learning Model Compression Exacerbates Privacy Leakage Na Li Yansong Gao Hongsheng Hu Boyu Kuang Anmin Fu 204 0 0 22 Jul 2025
GATEBLEED: Exploiting On-Core Accelerator Power Gating for High Performance & Stealthy Attacks on AI Joshua Kalyanapu Farshad Dizani Darsh Asher Azam Ghanbari Rosario Cammarota Aydin Aysu Samira Mirbagher Ajorpaz 252 0 0 22 Jul 2025
SoK: Data Reconstruction Attacks Against Machine Learning Models: Definition, Metrics, and Benchmark Rui Wen Yiyong Liu Michael Backes Yang Zhang AAML 196 2 0 09 Jun 2025
Do Fairness Interventions Come at the Cost of Privacy: Evaluations for Binary ClassifiersIEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2025 Huan Tian Guangsheng Zhang Bo Liu Tianqing Zhu Ming Ding Wanlei Zhou 368 1 0 08 Mar 2025
Membership Inference Attacks Against In-Context LearningConference on Computer and Communications Security (CCS), 2024 Rui Wen Hui Yuan Michael Backes Yang Zhang 246 36 0 02 Sep 2024
Inside the Black Box: Detecting Data Leakage in Pre-trained Language EncodersEuropean Conference on Artificial Intelligence (ECAI), 2024 Yuan Xin Hui Yuan Ning Yu Dingfan Chen Mario Fritz Michael Backes Yang Zhang PILM MIACV 320 2 0 20 Aug 2024
Membership Inference Attack Against Masked Image Modeling Hui Yuan Xinlei He Ning Yu Yang Zhang 188 3 0 13 Aug 2024
SeqMIA: Sequential-Metric Based Membership Inference Attack Hao Li Zheng Li Siyuan Wu Chengrui Hu Yutong Ye Min Zhang Dengguo Feng Yang Zhang 175 24 0 21 Jul 2024
A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures Thanh Tam Nguyen T. T. Huynh Zhao Ren Thanh Toan Nguyen Phi Le Nguyen Hongzhi Yin Quoc Viet Hung Nguyen 411 12 0 31 Mar 2024
Learning-Based Difficulty Calibration for Enhanced Membership Inference AttacksEuropean Symposium on Security and Privacy (EuroS&P), 2024 Haonan Shi Ouyang Tu An Wang 256 4 0 10 Jan 2024
Low-Cost High-Power Membership Inference AttacksInternational Conference on Machine Learning (ICML), 2023 Sajjad Zarifzadeh Philippe Liu Reza Shokri 312 73 0 06 Dec 2023
Quantifying Privacy Risks of Prompts in Visual Prompt LearningUSENIX Security Symposium (USENIX Security), 2023 Yixin Wu Rui Wen Michael Backes Pascal Berrang Mathias Humbert Yun Shen Yang Zhang AAML VPVLM 244 11 0 18 Oct 2023
SLMIA-SR: Speaker-Level Membership Inference Attacks against Speaker Recognition SystemsNetwork and Distributed System Security Symposium (NDSS), 2023 Guangke Chen Yedi Zhang Fu Song 210 13 0 14 Sep 2023
Investigating the Effect of Misalignment on Membership Privacy in the White-box SettingProceedings on Privacy Enhancing Technologies (PoPETs), 2023 Ana-Maria Cretu Daniel Jones Yves-Alexandre de Montjoye Shruti Tople AAML 190 8 0 08 Jun 2023
Do Backdoors Assist Membership Inference Attacks?Security and Privacy in Communication Networks (SecureComm), 2023 Yumeki Goto Nami Ashizawa Toshiki Shibahara Naoto Yanai MIACV 133 2 0 22 Mar 2023
Prompt Stealing Attacks Against Text-to-Image Generation ModelsUSENIX Security Symposium (USENIX Security), 2023 Xinyue Shen Y. Qu Michael Backes Yang Zhang 179 54 0 20 Feb 2023
Membership Inference Attacks against Diffusion Models Tomoya Matsumoto Takayuki Miura Naoto Yanai DiffM 248 83 0 07 Feb 2023
Mind Your Heart: Stealthy Backdoor Attack on Dynamic Deep Neural Network in Edge ComputingIEEE Conference on Computer Communications (INFOCOM), 2022 Tian Dong Ziyuan Zhang Han Qiu Tianwei Zhang Hewu Li T. Wang AAML 254 9 0 22 Dec 2022
Membership Inference Attacks Against Text-to-image Generation Models Yixin Wu Ning Yu Zheng Li Michael Backes Yang Zhang DiffM 165 77 0 03 Oct 2022
Data Poisoning Attacks Against Multimodal EncodersInternational Conference on Machine Learning (ICML), 2022 Ziqing Yang Xinlei He Zheng Li Michael Backes Mathias Humbert Pascal Berrang Yang Zhang AAML 337 64 0 30 Sep 2022
On the Privacy Risks of Cell-Based NAS ArchitecturesConference on Computer and Communications Security (CCS), 2022 Haiping Huang Zhikun Zhang Yun Shen Michael Backes Qi Li Yang Zhang 170 8 0 04 Sep 2022
Membership Inference Attacks by Exploiting Loss TrajectoryConference on Computer and Communications Security (CCS), 2022 Yiyong Liu Subrat Kishore Dutta Michael Backes Yang Zhang 215 142 0 31 Aug 2022
SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained EncodersConference on Computer and Communications Security (CCS), 2022 Tianshuo Cong Xinlei He Yang Zhang 328 64 0 27 Jan 2022