Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2111.05113
Cited By
v1
v2
v3
v4 (latest)
Membership Inference Attacks Against Self-supervised Speech Models
Interspeech (Interspeech), 2021
9 November 2021
Wei-Cheng Tseng
Wei-Tsung Kao
Hung-yi Lee
Re-assign community
ArXiv (abs)
PDF
HTML
Github (2549★)
Papers citing
"Membership Inference Attacks Against Self-supervised Speech Models"
16 / 16 papers shown
Personal Attribute Leakage in Federated Speech Models
Hamdan Al-Ali
Ali Reza Ghavamipour
Tommaso Caselli
Fatih Turkmen
Zeerak Talat
Hanan Aldarmaki
162
0
0
15 Oct 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
404
8
0
14 Jul 2025
Adversarial Attacks in Multimodal Systems: A Practitioner's Survey
Annual International Computer Software and Applications Conference (COMPSAC), 2025
Shashank Kapoor
Sanjay Surendranath Girija
Lakshit Arora
Dipen Pradhan
Ankit Shetgaonkar
Aman Raj
AAML
606
2
0
06 May 2025
Gibberish is All You Need for Membership Inference Detection in Contrastive Language-Audio Pretraining
International Conference on Multimedia Retrieval (ICMR), 2024
Ruoxi Cheng
Yizhong Ding
Shuirong Cao
Shitong Shao
Zhiqiang Wang
293
0
0
24 Oct 2024
Is My Data in Your Retrieval Database? Membership Inference Attacks Against Retrieval Augmented Generation
Maya Anderson
Guy Amit
Abigail Goldsteen
AAML
459
44
0
30 May 2024
Private Data Leakage in Federated Human Activity Recognition for Wearable Healthcare Devices
Kongyang Chen
Dongping Zhang
Sijia Guan
Bing Mi
Jiaxing Shen
Guoqing Wang
FedML
320
5
0
14 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
278
3
0
02 May 2024
A Unified Membership Inference Method for Visual Self-supervised Encoder via Part-aware Capability
Conference on Computer and Communications Security (CCS), 2024
Jie Zhu
Jirong Zha
Ding Li
Leye Wang
351
11
0
03 Apr 2024
Safety and Performance, Why Not Both? Bi-Objective Optimized Model Compression against Heterogeneous Attacks Toward AI Software Deployment
IEEE Transactions on Software Engineering (TSE), 2024
Jie Zhu
Leye Wang
Xiao Han
Anmin Liu
Tao Xie
AAML
261
6
0
02 Jan 2024
Generation or Replication: Auscultating Audio Latent Diffusion Models
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Dimitrios Bralios
Gordon Wichern
François Germain
Zexu Pan
Sameer Khurana
Chiori Hori
Jonathan Le Roux
DiffM
281
11
0
16 Oct 2023
Low-Resource Self-Supervised Learning with SSL-Enhanced TTS
Xin Wang
Taein Kwon
Wei-Ning Hsu
Yossi Adi
Tu Nguyen
D. Bohus
Emmanuel Dupoux
Neel Joshi
Abdelrahman Mohamed
230
5
0
29 Sep 2023
SLMIA-SR: Speaker-Level Membership Inference Attacks against Speaker Recognition Systems
Network and Distributed System Security Symposium (NDSS), 2023
Guangke Chen
Yedi Zhang
Fu Song
301
16
0
14 Sep 2023
Unlocking Foundation Models for Privacy-Enhancing Speech Understanding: An Early Study on Low Resource Speech Training Leveraging Label-guided Synthetic Speech Content
Tiantian Feng
Digbalay Bose
Xuan Shi
Shrikanth Narayanan
251
1
0
13 Jun 2023
A Review of Speech-centric Trustworthy Machine Learning: Privacy, Safety, and Fairness
APSIPA Transactions on Signal and Information Processing (TASIP), 2022
Tiantian Feng
Rajat Hebbar
Nicholas Mehlman
Xuan Shi
Aditya Kommineni
and Shrikanth Narayanan
333
39
0
18 Dec 2022
An Ensemble Teacher-Student Learning Approach with Poisson Sub-sampling to Differential Privacy Preserving Speech Recognition
International Symposium on Chinese Spoken Language Processing (ISCSLP), 2022
Chao-Han Huck Yang
Jun Qi
Sabato Marco Siniscalchi
Chin-Hui Lee
213
4
0
12 Oct 2022
Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
Andy T. Liu
Shu-Wen Yang
Po-Han Chi
Po-Chun Hsu
Hung-yi Lee
SSL
647
394
0
25 Oct 2019
1
Page 1 of 1
