ResearchBenchmarksIntrusion Detection on N-BaIoT IoT-08 (Provision PT-737E IP Camera)Follow100Macro F1-scoreCTVAE91.57693.76395.9598.137Jul 6, 2026Evaluation ResultsMethodMethodLinksMacro F1-scoreCTVAELearning Setup=Central...Learning Setup=Centralized2026.07100F-ACVAELearning Setup=Federat...Learning Setup=Federated, Aggregation Strategy=CMGA2026.0798.9STA2026.0797.9MAE2026.0796.4CSAEC2026.0792.8MVAE2026.0791.9