Papers citing 'The Audio Auditor: User-Level Membership Inference in Internet of Things Voice Services'

Title
Active Membership Inference Test (aMINT): Enhancing Model Auditability with Multi-Task Learning Daniel DeAlcala Aythami Morales Julian Fierrez Gonzalo Mancera Ruben Tolosana Javier-Ortega Garcia MLAU 153 1 0 09 Sep 2025
The Man Behind the Sound: Demystifying Audio Private Attribute Profiling via Multimodal Large Language Model Agents Lixu Wang Kaixiang Yao Xinfeng Li Dong Yang Haoyang Li Xiaofeng Wang Wei Dong AuLLM 172 4 0 14 Jul 2025
CloneShield: A Framework for Universal Perturbation Against Zero-Shot Voice Cloning Renyuan Li Zhibo Liang Haichuan Zhang Tianyu Shi Zhiyuan Cheng Jia Shi Carl Yang Mingjie Tang AAML 261 2 0 25 May 2025
Fine-Tuning Large Language Models with User-Level Differential Privacy Zachary Charles Arun Ganesh Ryan McKenna H. B. McMahan Nicole Mitchell Krishna Pillutla Keith Rush 229 33 0 10 Jul 2024
Laminator: Verifiable ML Property Cards using Hardware-assisted Attestations Vasisht Duddu Oskari Jarvinen Lachlan J. Gunn Nirmal Asokan 425 3 0 25 Jun 2024
Fingerprint Membership and Identity Inference Against Generative Adversarial Networks Saverio Cavasin Daniele Mari Simone Milani Mauro Conti AAML 173 4 0 21 Jun 2024
Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood DiscrepancyNeural Information Processing Systems (NeurIPS), 2024 Shengfang Zhai Huanran Chen Yinpeng Dong Jiajun Li Qingni Shen Yansong Gao Hang Su Yang Liu EGVM 242 25 0 23 May 2024
Improving Membership Inference in ASR Model Auditing with Perturbed Loss Features Francisco Teixeira Karla Pizzi R. Olivier A. Abad Bhiksha Raj Isabel Trancoso AAML 211 2 0 02 May 2024
User Inference Attacks on Large Language Models Nikhil Kandpal Krishna Pillutla Alina Oprea Peter Kairouz Christopher A. Choquette-Choo Zheng Xu SILM AAML 309 31 0 13 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 190 12 0 14 Sep 2023
Attesting Distributional Properties of Training Data for Machine LearningEuropean Symposium on Research in Computer Security (ESORICS), 2023 Vasisht Duddu Anudeep Das Nora Khayata Hossein Yalame T. Schneider Nirmal Asokan 205 7 0 18 Aug 2023
Private Training Set Inspection in MLaaS Mingxue Xu Tongtong Xu Po-Yu Chen 190 0 0 15 May 2023
FACE-AUDITOR: Data Auditing in Facial Recognition SystemsUSENIX Security Symposium (USENIX Security), 2023 Min Chen Zhikun Zhang Tianhao Wang Michael Backes Yang Zhang CVBM 184 21 0 05 Apr 2023
A Review of Speech-centric Trustworthy Machine Learning: Privacy, Safety, and FairnessAPSIPA Transactions on Signal and Information Processing (TASIP), 2022 Tiantian Feng Rajat Hebbar Nicholas Mehlman Xuan Shi Aditya Kommineni and Shrikanth Narayanan 208 36 0 18 Dec 2022
Data Origin Inference in Machine Learning Mingxue Xu Xiang-Yang Li 138 3 0 24 Nov 2022
Does CLIP Know My Face?Journal of Artificial Intelligence Research (JAIR), 2022 Dominik Hintersdorf Lukas Struppek Manuel Brack Felix Friedrich P. Schramowski Kristian Kersting VLM 210 16 0 15 Sep 2022
Data Isotopes for Data Provenance in DNNsProceedings on Privacy Enhancing Technologies (PoPETs), 2022 Emily Wenger Xiuyu Li Ben Y. Zhao Vitaly Shmatikov 134 16 0 29 Aug 2022
l-Leaks: Membership Inference Attacks with Logits Shuhao Li Yajie Wang Yuan-zhang Li Yu-an Tan MIACV MIALM 227 6 0 13 May 2022
User-Level Membership Inference Attack against Metric Embedding Learning Guoyao Li Shahbaz Rezaei Xin Liu 224 32 0 04 Mar 2022
A Tandem Framework Balancing Privacy and Security for Voice User Interfaces Ranya Aloufi Hamed Haddadi David E. Boyle 150 3 0 21 Jul 2021
Hidden Backdoors in Human-Centric Language ModelsConference on Computer and Communications Security (CCS), 2021 Shaofeng Li Hui Liu Tian Dong Benjamin Zi Hao Zhao Minhui Xue Haojin Zhu Jialiang Lu SILM 354 165 0 01 May 2021
Membership Inference Attacks on Machine Learning: A SurveyACM Computing Surveys (CSUR), 2021 Hongsheng Hu Z. Salcic Lichao Sun Gillian Dobbie Philip S. Yu Xuyun Zhang MIACV 235 564 0 14 Mar 2021
Preech: A System for Privacy-Preserving Speech TranscriptionUSENIX Security Symposium (USENIX Security), 2019 Shimaa Ahmed Amrita Roy Chowdhury Kassem Fawaz P. Ramanathan 331 50 0 09 Sep 2019