conftrace_

membership inference

114 papers

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Also known as

MI

Co-occurring keywords

privacy attack (119) membership inference attack (93) large language model (13587) privacy leakage (105) differential privacy (1016) language model (4599) machine unlearning (290) privacy risk (42) training datum (124) adversarial attack (1621)

Papers

OSLO: One-Shot Label-Only Membership Inference Attacks NIPS 2024
On Mitigating the Utility-Loss in Differentially Private Learning: A New Perspective by a Geometrically Inspired Kernel Approach (Abstract Reprint) IJCAI 2024
Order of Magnitude Speedups for LLM Membership Inference EMNLP 2024
Pretraining Data Detection for Large Language Models: A Divergence-based Calibration Method EMNLP 2024
ReCaLL: Membership Inference via Relative Conditional Log-Likelihoods EMNLP 2024
Data Contamination Calibration for Black-box LLMs ACL 2024
Generated Distributions Are All You Need for Membership Inference Attacks Against Generative Models WACV 2024
Membership Inference Attack Using Self Influence Functions WACV 2024
Towards More Realistic Membership Inference Attacks on Large Diffusion Models WACV 2024
Locally Differentially Private In-Context Learning COLING 2024
Task Contamination: Language Models May Not Be Few-Shot Anymore AAAI 2024
Confidence Is All You Need for MI Attacks (Student Abstract) AAAI 2024
DPDLLM: A Black-box Framework for Detecting Pre-training Data from Large Language Models ACL 2024
Privacy Backdoors: Enhancing Membership Inference through Poisoning Pre-trained Models NIPS 2024
Code Membership Inference for Detecting Unauthorized Data Use in Code Pre-trained Language Models EMNLP 2024
Watermarking Makes Language Models Radioactive NIPS 2024
Data Mixture Inference Attack: BPE Tokenizers Reveal Training Data Compositions NIPS 2024
Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models NIPS 2024
PrivLM-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models ACL 2024
User Inference Attacks on Large Language Models EMNLP 2024
LLM Dataset Inference: Did you train on my dataset? NIPS 2024
Assessing Privacy Risks in Language Models: A Case Study on Summarization Tasks EMNLP 2023
Similarity Distribution Based Membership Inference Attack on Person Re-identification AAAI 2023
Speak, Memory: An Archaeology of Books Known to ChatGPT/GPT-4 EMNLP 2023
Bucks for Buckets (B4B): Active Defenses Against Stealing Encoders NIPS 2023