Attribute Inference on SynthPAI Dataset
60.34Attribute Inference AccuracyD-Defense
Evaluation results
| Method | Links | ||
|---|---|---|---|
| D-DefenseInference Model=Gemini 2.5 Pro2026.02 | 60.34 | — | |
| No DefenseInference Model=Llama3.1-8B-Instruct2026.02 | 54.52 | — | |
| TRACEAnonymization Model=GPT-3.5-Turbo, Inference Model=GPT-4o2026.02 | 40.73 | — | |
| RPSInference Model=DeepSeek-R1 Distill2026.02 | 5.64 | 16.41 | |
| TRACE-RPSAnonymization Model=GPT-4o, Inference Model=Llama2-7B-Chat2026.02 | 0.27 | 14.16 |