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20242026
most citedPrivacy at a Price: Exploring its Dual Impact on AI Fairness

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cs.CR2025

The Hidden Cost of Correlation: Rethinking Privacy Leakage in Local Differential Privacy

Sandaru Jayawardana, Sennur Ulukus, Ming Ding +1

Local differential privacy (LDP) has emerged as a promising paradigm for privacy-preserving data collection in distributed systems, where users contribute multi-dimensional records…