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Membership Inference Python Packages

Python packages with the GitHub topic membership-inference. Sorted by monthly downloads, with stars and forks.
mem-audit
memaudit

Training-data memorization auditor for fine-tuned LLMs — Trainer/TRL plugin, canary MIA + regurgitation audit, Apache-2.0

149 12 0
    • Original data from PyPI, GitHub, and OSV; downloads served through ClickHouse
    • Sources & methodology