ResearchTasksPII extraction resistanceFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedLLM Privacy Leakage Simulation Scenario B (Simulated evaluation)JAPD (Proposed Inference-Time DP)6.8Avg PII Items Extracted (per 1k Queries)5Feb 26, 2026
LLM Privacy Leakage Simulation Scenario B (Simulated evaluation)JAPD (Proposed Inference-Time DP)6.8Avg PII Items Extracted (per 1k Queries)5Feb 26, 2026