conftrace_

membership inference attack

93 papers

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Also known as

MIA

Co-occurring keywords

membership inference (114) privacy attack (119) large language model (13587) differential privacy (1016) privacy risk (42) privacy leakage (105) privacy preservation (380) language model (4599) adversarial attack (1621) federated learning (1333)

Papers

Membership Inference Attacks against Language Models via Neighbourhood Comparison ACL 2023
Membership Inference Attacks Against Self-supervised Speech Models INTERSPEECH 2022
Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks EMNLP 2022
PUMA: Performance Unchanged Model Augmentation for Training Data Removal AAAI 2022
M$^4$I: Multi-modal Models Membership Inference NIPS 2022
Reconstructing Training Data From Trained Neural Networks NIPS 2022
Privacy for Free: How does Dataset Condensation Help Privacy? ICML 2022
To Trust or Not To Trust Prediction Scores for Membership Inference Attacks IJCAI 2022
Membership Inference Attacks Are Easier on Difficult Problems ICCV 2021
Evaluating the Vulnerability of End-to-End Automatic Speech Recognition Models to Membership Inference Attacks INTERSPEECH 2021
ADePT: Auto-encoder based Differentially Private Text Transformation EACL 2021
Membership Inference Attacks on Deep Regression Models for Neuroimaging MIDL 2021
When Does Data Augmentation Help With Membership Inference Attacks? ICML 2021
On the Difficulty of Membership Inference Attacks CVPR 2021
Against Membership Inference Attack: Pruning is All You Need IJCAI 2021
How Does Data Augmentation Affect Privacy in Machine Learning? AAAI 2021
Alleviating Privacy Attacks via Causal Learning ICML 2020
On Log-Loss Scores and (No) Privacy EMNLP 2020