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1. tsinghua-fib-lab/NeurIPS2024_SPV-MIA tsinghua-fib-lab/NeurIPS2024_SPV-MIA Public

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

   Python 184 17

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 130 6

3. LLM_Self_Sanitize LLM_Self_Sanitize Public

   [EMNLP'26] "Self-Sanitize: Cognitive-Inspired In-Place Mitigation of LLM Harmful Responses"

   Python 2

4. FL-epidemic FL-epidemic Public

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

   Python 15 5

5. EPI-HGNN EPI-HGNN Public

   [TIST] "Mobility Data Driven Privacy-preserving Model for Detecting High Risk Infection Cases"

   Python 2

6. confident-ai/deepeval confident-ai/deepeval Public

   The LLM Evaluation Framework

   Python 17.9k 1.9k