ResearchBenchmarksSafety Classification on 7-class safety dataset (test)Safety Classification on 7-class safety dataset (test)Follow98.2AccuracyFedAvg93.62494.8129697.188Apr 17, 2026Evaluation resultsMethodMethodLinksAccuracyFedAvgCondition=undefended,...Condition=undefended, Comm. (MB)=4502026.0498.2SecAggComm. (MB)=14Comm. (MB)=142026.0498SafeLMComm. (MB)=14Comm. (MB)=142026.0498signSGDComm. (MB)=14Comm. (MB)=142026.0497.8DP-SGDepsilon=1.0, Comm. (MB...epsilon=1.0, Comm. (MB)=4502026.0493.8