ResearchTasksMulti-agent privacy and utility evaluationMulti-agent privacy and utility evaluationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedAgentLeak HierarchicalFull-System LCGuard87Privacy10May 22, 2026AgentLeak SequentialFull-System LCGuard86Privacy10May 22, 2026PrivacyLens HierarchicalFull-System LCGuard87.5Privacy Score5May 22, 2026PrivacyLens SequentialADAPT0.875Privacy Score5May 22, 2026