Tuning Privacy and Utility by Graphs Sample Clauses

Tuning Privacy and Utility by Graphs. ‌ To better understand the trade-off between privacy and utility with different graphs, we also tested the performance with different JutiL(r) and Jknb(k). Different JutiL. Intuitively, with larger r comes stronger protection and bigger Error, which is confirmed in Figures 4.12. However, the Error of DPHMM is still lower than DPLS in most results, although it is expected that Error 60 DPLS DPMM−G 50 util 25 DPLS DPMM−G util 20 DoP DoP 30 15 20 10 10 0 0.5 0.75 1 1.25 1.5 r (a) DoP on GeoLife 1 DPLS DPMM−G util 0.5 3.5 2 2.5 3 3.5 4 r
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