ResearchBenchmarksNetwork Intrusion Detection on CICIoT23 WEB (5-fold cross-validation)Follow2.24Validation LossA-THENA2.17562.61033.0453.4797Apr 23, 2026Evaluation ResultsMethodMethodLinksValidation LossAccuracyEarlinessFARFNRERDE5A-THENAEncoding=TA SinusoidalEncoding=TA Sinusoidal2026.042.2499.871.2830.017A-THENAEncoding=TA RoPEEncoding=TA RoPE2026.043.69—————A-THENAEncoding=TA FourierEncoding=TA Fourier2026.043.85—————