conftrace_

membership inference attack

93 papers

Explore in graph

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

Data Contamination Calibration for Black-box LLMs ACL 2024
Generate Synthetic Text Approximating the Private Distribution with Differential Privacy IJCAI 2024
Shadow-Free Membership Inference Attacks: Recommender Systems Are More Vulnerable Than You Thought IJCAI 2024
Membership Inference Attacks against Fine-tuned Large Language Models via Self-prompt Calibration NIPS 2024
When Fairness Meets Privacy: Exploring Privacy Threats in Fair Binary Classifiers via Membership Inference Attacks IJCAI 2024
Membership Inference Attacks against Large Vision-Language Models NIPS 2024
Scalable Federated Unlearning via Isolated and Coded Sharding IJCAI 2024
Membership Inference Attack Using Self Influence Functions WACV 2024
Analysis of Privacy Leakage in Federated Large Language Models AISTATS 2024
Noisy Neighbors: Efficient membership inference attacks against LLMs ACL 2024
Assessing Privacy Risks in Language Models: A Case Study on Summarization Tasks EMNLP 2023
Bounding training data reconstruction in DP-SGD NIPS 2023
Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study ICCV 2023
Privacy-Preserving Representation Learning for Text-Attributed Networks with Simplicial Complexes AAAI 2023
Active Membership Inference Attack under Local Differential Privacy in Federated Learning AISTATS 2023
Scalable Membership Inference Attacks via Quantile Regression NIPS 2023
Towards Unbounded Machine Unlearning NIPS 2023
Membership Inference Attacks against Synthetic Data through Overfitting Detection AISTATS 2023
Flocks of Stochastic Parrots: Differentially Private Prompt Learning for Large Language Models NIPS 2023
Domain Private Transformers for Multi-Domain Dialog Systems EMNLP 2023
Similarity Distribution Based Membership Inference Attack on Person Re-identification AAAI 2023
Demystifying Uneven Vulnerability of Link Stealing Attacks against Graph Neural Networks ICML 2023
Bayesian Estimation of Differential Privacy ICML 2023
On the Privacy Risks of Algorithmic Recourse AISTATS 2023
Purifier: Defending Data Inference Attacks via Transforming Confidence Scores AAAI 2023