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Benchmarks
Bit counting on Shuffle-DP Theoretical Analysis
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1
Number of Messages per User
GKMPS
0.95
0.975
1
1.025
May 1, 2026
Number of Messages per User
Bits per Message
Error Rate (No Attacker)
Error Complexity (With Attacker)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Number of Messages per User
Bits per Message
Error Rate (No Attacker)
Error Complexity (With Attacker)
GKMPS
Detection=False, Recov...
2026.05
1
2
1
-
CSUZZ
Detection=True, Recove...
2026.05
1
1
-
-
Ours + GKMPS
Detection=True, Recove...
2026.05
-
-
1
3
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