A General Framework for Per-record Differential Privacy

Xinghe Chen, Dajun Sun, Quanqing Xu +1

Differential Privacy (DP) is a widely adopted standard for privacy-preserving data analysis, but it assumes a uniform privacy budget across all records, limiting its applicability…