Parameter Lab

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3 repositories

apricot
Public
Source code of "Calibrating Large Language Models Using Their Generations Only", ACL2024
research uncertainty calibration uncertainty-quantification confidence large-language-models llms acl2024
Jupyter Notebook
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MIT License
•4•10•0•0•Updated Nov 20, 2024Nov 20, 2024
trap
Public
Source code of "TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification", ACL2024 (findings)
research fingerprint fingerprinting adversarial-attacks large-language-models llm acl2024
Jupyter Notebook
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MIT License
•0•9•0•0•Updated Nov 20, 2024Nov 20, 2024
mia-scaling
Public
Source code of "Scaling Up Membership Inference: When and How Attacks Succeed on Large Language Models"
Python
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MIT License
•0•9•0•0•Updated Nov 5, 2024Nov 5, 2024