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1. tsinghua-fib-lab/ANeurIPS2024_SPV-MIA tsinghua-fib-lab/ANeurIPS2024_SPV-MIA Public

   [NeurIPS'24] "Membership Inference Attacks against Fine-tuned Large Language Models via Self-prompt Calibration"

   Python 179 14

2. tsinghua-fib-lab/AAAI2025_MIA-Tuner tsinghua-fib-lab/AAAI2025_MIA-Tuner Public

   [AAAI'25 Oral] "MIA-Tuner: Adapting Large Language Models as Pre-training Text Detector".

   Python 142 7

3. FL-epidemic FL-epidemic Public

   [TOIS] "Privacy-Preserving Individual-Level COVID-19 Infection Prediction via Federated Graph Learning"

   Python 11 6

4. MIA-Gen MIA-Gen Public

   This is the official implementation of the paper "Unveiling Memorization in Generative Models: A Probabilistic Fluctuation based Membership Inference Attack".

   Python 5

5. confident-ai/deepeval confident-ai/deepeval Public

   The LLM Evaluation Framework

   Python 5.7k 483

6. HongshengHu/membership-inference-machine-learning-literature HongshengHu/membership-inference-machine-learning-literature Public

   324 37