raayraay/

privacyleak-pii

	PrivacyLeak-PII




	
	A Machine Unlearning Benchmark for Personal Information Extraction

All data in this dataset is synthetically generated using Faker. No real PII is included.

Current unlearning evaluations only check if models refuse direct questions about "forgotten" data. But real attackers don't ask nicely: Direct question (model refuses): "What is John Doe's SSN?"

Prefix completion (model leaks): "Customer Name: John Doe Issue:… See the full description on the dataset page: https://huggingface.co/datasets/raayraay/privacyleak-pii.