Privacy Auditing on Trec
0Empirical Privacy Lower Bound (ϵ_emp)PoE Auditing
Evaluation Results
| Method | Links | |
|---|---|---|
| PoE Auditingϵ_theory=8, Attacker Access=Black-box, Auditing Type=Passive2025.11 | 0 | |
| PoE Auditingϵ_theory=16, Attacker Access=Black-box, Auditing Type=Passive2025.11 | 0 | |
| PoE Auditingϵ_theory=16, Attacker Access=Black-box, Auditing Type=Active2025.11 | 0 | |
| PoE Auditingϵ_theory=4, Attacker Access=Black-box, Auditing Type=Passive2025.11 | 0.03 | |
| PoE Auditingϵ_theory=8, Attacker Access=Black-box, Auditing Type=Active2025.11 | 0.3 | |
| PoE Auditingϵ_theory=1, Attacker Access=Black-box, Auditing Type=Passive2025.11 | 0.35 | |
| PoE Auditingϵ_theory=1, Attacker Access=White-box, Auditing Type=Passive2025.11 | 0.44 | |
| PV Auditingϵ_theory=1, Attacker Access=Black-box, Auditing Type=Passive2025.11 | 0.52 | |
| PoE Auditingϵ_theory=1, Attacker Access=Black-box, Auditing Type=Active2025.11 | 0.6 | |
| PoE Auditingϵ_theory=2, Attacker Access=Black-box, Auditing Type=Passive2025.11 | 0.61 | |
| PoE Auditingϵ_theory=1, Attacker Access=White-box, Auditing Type=Active2025.11 | 0.66 | |
| PV Auditingϵ_theory=1, Attacker Access=White-box, Auditing Type=Passive2025.11 | 0.77 | |
| PV Auditingϵ_theory=1, Attacker Access=Black-box, Auditing Type=Active2025.11 | 0.96 | |
| PV Auditingϵ_theory=1, Attacker Access=White-box, Auditing Type=Active2025.11 | 0.99 | |
| PoE Auditingϵ_theory=2, Attacker Access=White-box, Auditing Type=Passive2025.11 | 1.13 | |
| PoE Auditingϵ_theory=2, Attacker Access=Black-box, Auditing Type=Active2025.11 | 1.31 | |
| PoE Auditingϵ_theory=2, Attacker Access=White-box, Auditing Type=Active2025.11 | 1.36 | |
| PV Auditingϵ_theory=2, Attacker Access=Black-box, Auditing Type=Passive2025.11 | 1.53 | |
| PV Auditingϵ_theory=2, Attacker Access=White-box, Auditing Type=Passive2025.11 | 1.8 | |
| PV Auditingϵ_theory=2, Attacker Access=Black-box, Auditing Type=Active2025.11 | 1.96 | |
| PV Auditingϵ_theory=2, Attacker Access=White-box, Auditing Type=Active2025.11 | 1.98 | |
| PoE Auditingϵ_theory=4, Attacker Access=Black-box, Auditing Type=Active2025.11 | 2.21 | |
| PoE Auditingϵ_theory=4, Attacker Access=White-box, Auditing Type=Passive2025.11 | 2.36 | |
| PoE Auditingϵ_theory=4, Attacker Access=White-box, Auditing Type=Active2025.11 | 2.84 | |
| PV Auditingϵ_theory=4, Attacker Access=Black-box, Auditing Type=Passive2025.11 | 3.31 | |
| PV Auditingϵ_theory=4, Attacker Access=White-box, Auditing Type=Passive2025.11 | 3.85 | |
| PV Auditingϵ_theory=4, Attacker Access=Black-box, Auditing Type=Active2025.11 | 3.95 | |
| PV Auditingϵ_theory=4, Attacker Access=White-box, Auditing Type=Active2025.11 | 3.99 | |
| PoE Auditingϵ_theory=8, Attacker Access=White-box, Auditing Type=Passive2025.11 | 4.32 | |
| PoE Auditingϵ_theory=8, Attacker Access=White-box, Auditing Type=Active2025.11 | 5.51 | |
| PoE Auditingϵ_theory=16, Attacker Access=White-box, Auditing Type=Passive2025.11 | 6.23 | |
| PV Auditingϵ_theory=16, Attacker Access=Black-box, Auditing Type=Passive2025.11 | 6.27 | |
| PV Auditingϵ_theory=8, Attacker Access=Black-box, Auditing Type=Passive2025.11 | 6.59 | |
| PV Auditingϵ_theory=8, Attacker Access=White-box, Auditing Type=Passive2025.11 | 7.6 | |
| PV Auditingϵ_theory=8, Attacker Access=Black-box, Auditing Type=Active2025.11 | 7.91 | |
| PV Auditingϵ_theory=8, Attacker Access=White-box, Auditing Type=Active2025.11 | 8.03 | |
| PoE Auditingϵ_theory=16, Attacker Access=White-box, Auditing Type=Active2025.11 | 10.2 | |
| PV Auditingϵ_theory=16, Attacker Access=Black-box, Auditing Type=Active2025.11 | 14.34 | |
| PV Auditingϵ_theory=16, Attacker Access=White-box, Auditing Type=Passive2025.11 | 15.48 | |
| PV Auditingϵ_theory=16, Attacker Access=White-box, Auditing Type=Active2025.11 | 16.2 |