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ResearchFormerly WizWand

Privacy Auditing on Agnews

0Empirical Privacy Lower Bound (ε_emp)PoE
-0.64363.70078.04512.3893Nov 17, 2025
Updated 5mo ago

Evaluation results

MethodLinks
PoETheoretical Epsilon (ε_theory)=16, Attacker Access=Black-box, Participation Mode=Passive2025.110
PoETheoretical Epsilon (ε_theory)=4, Attacker Access=Black-box, Participation Mode=Passive2025.110.42
PoETheoretical Epsilon (ε_theory)=1, Attacker Access=Black-box, Participation Mode=Passive2025.110.47
PoETheoretical Epsilon (ε_theory)=1, Attacker Access=White-box, Participation Mode=Passive2025.110.53
PoETheoretical Epsilon (ε_theory)=8, Attacker Access=Black-box, Participation Mode=Passive2025.110.57
PVTheoretical Epsilon (ε_theory)=1, Attacker Access=Black-box, Participation Mode=Passive2025.110.58
PoETheoretical Epsilon (ε_theory)=1, Attacker Access=Black-box, Participation Mode=Active2025.110.65
PoETheoretical Epsilon (ε_theory)=1, Attacker Access=White-box, Participation Mode=Active2025.110.74
PVTheoretical Epsilon (ε_theory)=1, Attacker Access=White-box, Participation Mode=Passive2025.110.77
PoETheoretical Epsilon (ε_theory)=2, Attacker Access=Black-box, Participation Mode=Passive2025.110.83
PoETheoretical Epsilon (ε_theory)=8, Attacker Access=Black-box, Participation Mode=Active2025.110.93
PVTheoretical Epsilon (ε_theory)=1, Attacker Access=Black-box, Participation Mode=Active2025.110.97
PoETheoretical Epsilon (ε_theory)=16, Attacker Access=Black-box, Participation Mode=Active2025.111.04
PVTheoretical Epsilon (ε_theory)=1, Attacker Access=White-box, Participation Mode=Active2025.111.05
PoETheoretical Epsilon (ε_theory)=2, Attacker Access=White-box, Participation Mode=Passive2025.111.27
PoETheoretical Epsilon (ε_theory)=2, Attacker Access=Black-box, Participation Mode=Active2025.111.45
PVTheoretical Epsilon (ε_theory)=2, Attacker Access=Black-box, Participation Mode=Passive2025.111.46
PoETheoretical Epsilon (ε_theory)=2, Attacker Access=White-box, Participation Mode=Active2025.111.52
PVTheoretical Epsilon (ε_theory)=2, Attacker Access=White-box, Participation Mode=Passive2025.111.85
PVTheoretical Epsilon (ε_theory)=2, Attacker Access=Black-box, Participation Mode=Active2025.111.97
PVTheoretical Epsilon (ε_theory)=2, Attacker Access=White-box, Participation Mode=Active2025.111.98
PoETheoretical Epsilon (ε_theory)=4, Attacker Access=White-box, Participation Mode=Passive2025.112.67
PoETheoretical Epsilon (ε_theory)=4, Attacker Access=Black-box, Participation Mode=Active2025.112.69
PoETheoretical Epsilon (ε_theory)=4, Attacker Access=White-box, Participation Mode=Active2025.113.11
PVTheoretical Epsilon (ε_theory)=4, Attacker Access=Black-box, Participation Mode=Passive2025.113.29
PVTheoretical Epsilon (ε_theory)=4, Attacker Access=White-box, Participation Mode=Passive2025.113.76
PVTheoretical Epsilon (ε_theory)=4, Attacker Access=Black-box, Participation Mode=Active2025.113.95
PVTheoretical Epsilon (ε_theory)=4, Attacker Access=White-box, Participation Mode=Active2025.113.98
PoETheoretical Epsilon (ε_theory)=8, Attacker Access=White-box, Participation Mode=Passive2025.114.65
PoETheoretical Epsilon (ε_theory)=8, Attacker Access=White-box, Participation Mode=Active2025.116.08
PoETheoretical Epsilon (ε_theory)=16, Attacker Access=White-box, Participation Mode=Passive2025.116.26
PVTheoretical Epsilon (ε_theory)=16, Attacker Access=Black-box, Participation Mode=Passive2025.116.27
PVTheoretical Epsilon (ε_theory)=8, Attacker Access=Black-box, Participation Mode=Passive2025.116.43
PVTheoretical Epsilon (ε_theory)=8, Attacker Access=White-box, Participation Mode=Passive2025.117.6
PVTheoretical Epsilon (ε_theory)=8, Attacker Access=Black-box, Participation Mode=Active2025.117.9
PVTheoretical Epsilon (ε_theory)=8, Attacker Access=White-box, Participation Mode=Active2025.118.06
PoETheoretical Epsilon (ε_theory)=16, Attacker Access=White-box, Participation Mode=Active2025.1110.67
PVTheoretical Epsilon (ε_theory)=16, Attacker Access=Black-box, Participation Mode=Active2025.1114.62
PVTheoretical Epsilon (ε_theory)=16, Attacker Access=White-box, Participation Mode=Passive2025.1115.64
PVTheoretical Epsilon (ε_theory)=16, Attacker Access=White-box, Participation Mode=Active2025.1116.09