MorphStrata generates heterogeneous student models via layer-specific perturbations in a Transformer-based Morphence MTD setup, reporting RMSE gains up to 24% and 98% on AEP data under FGSM and BIM attacks with under 1% training time increase.
Robusttsf: Towards theory and design of robust time series forecasting under anomalies.arXiv preprint arXiv:2402.02032,
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MorphStrata: Layer-Specific Perturbations for Generating Morphence Students in Time-Series Moving Target Defense
MorphStrata generates heterogeneous student models via layer-specific perturbations in a Transformer-based Morphence MTD setup, reporting RMSE gains up to 24% and 98% on AEP data under FGSM and BIM attacks with under 1% training time increase.