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Adversarial attacks can degrade the efficiency of Vision Transformers, but MOAT ensures that performance remains nearly intact, limiting GFLOPs loss to just 3.4%.
Existing hardware masking verification tools can lead to false positives when applied to HLS-generated designs, but MaskedHLSVerif avoids this by performing state-wise formal verification of controller datapath RTL.