wikitext-calibration-mia – Dataset by h0ssn | AlphaNeural AI

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h0ssn/
wikitext-calibration-mia

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text-classification

optimized-parquet

membership-inference

machine-learning-security

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WIKITEXT Calibration Set for Membership Inference Attacks

This dataset contains a calibration set for training membership inference attack (MIA) classifiers.

Dataset Information

Total Samples: 500 Members: 250 (sampled from training data) Non-members: 250 (sampled from unseen test split) Balance: 50.0% members / 50.0% non-members

	Data Sources




	
	Members (label=1)

Source: 10K training data (excluding eval set) Dataset: mia-llm/wikitext-raw-MIA (10K… See the full description on the dataset page: https://huggingface.co/datasets/h0ssn/wikitext-calibration-mia.