most citedTowards Lifecycle Unlearning Commitment Management: Measuring Sample-level Approximate Unlearning Completeness

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cs.CR2024

Data Lineage Inference: Uncovering Privacy Vulnerabilities of Dataset Pruning

Qi Li, Cheng-Long Wang, Yinzhi Cao +1

In this work, we systematically explore the data privacy issues of dataset pruning in machine learning systems. Our findings reveal, for the first time, that even if data in the re…