ResearchBenchmarksAdversarial Classification on UNSW-NB15Follow97.4Accuracy (Clean)XGB76.68287.492.8Jul 2, 2026Evaluation ResultsMethodMethodLinksAccuracy (Clean)Robustness Index (FGSM)Robustness Index (ZOO)Robustness Index (PGD)Robustness Index (Square)Robustness Index (HSJ)ESI ScoreXGBModel=XGBModel=XGB2026.0797.4—0.886—0.2990.8060.068RFModel=RFModel=RF2026.0796.4—0.806—0.1840.8440.142MLPModel=MLPModel=MLP2026.0777.40.692—0.733———