Experiment Report
Privacy-Utility Results
| Policy | Leak Total | Utility Proxy | Mean Latency (ms) | P90 Latency (ms) |
|---|---|---|---|---|
| raw | 3.0256 | 1.0 | 0.127 | 0.148 |
| weak | 2.0 | 0.512195 | 0.164 | 0.228 |
| pseudo | 0.5128 | 1.0 | 0.17 | 0.207 |
| redact | 0.5128 | 0.505051 | 0.168 | 0.195 |
| adaptive | 0.5641 | 1.0 | 138.514 | 6.858 |
Leakage Breakdown
| Policy | Text | ASR | Image | Waveform | Audio |
|---|---|---|---|---|---|
| raw | 0.5128 | 0.5128 | 0.7436 | 0.5128 | 0.7436 |
| weak | 0.5128 | 0.0 | 0.7436 | 0.0 | 0.7436 |
| pseudo | 0.5128 | 0.0 | 0.0 | 0.0 | 0.0 |
| redact | 0.5128 | 0.0 | 0.0 | 0.0 | 0.0 |
| adaptive | 0.359 | 0.0 | 0.1026 | 0.0 | 0.1026 |
Latency Summary
| Policy | Mean (ms) | P50 (ms) | P90 (ms) |
|---|---|---|---|
| raw | 0.127 | 0.126 | 0.148 |
| weak | 0.164 | 0.153 | 0.228 |
| pseudo | 0.17 | 0.164 | 0.207 |
| redact | 0.168 | 0.169 | 0.195 |
| adaptive | 138.514 | 2.555 | 6.858 |
Adaptive Policy Notes
Cross-modal synergy triggered localized retokenization 2 time(s).
Output Files
audit_log_signed_adaptive.jsonl(if audit signing enabled)audit_checkpoints_adaptive.jsonl(if audit signing enabled)audit_fhir_adaptive.jsonl(if audit signing enabled)dcpg_snapshot.json(if enabled)dcpg_crdt_demo.json(if enabled)rl_reward_stats.json(if enabled)sample_dag.dot/sample_dag.json/sample_dag.pngprivacy_utility_curve.png