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cs.LG2025

LipShiFT: A Certifiably Robust Shift-based Vision Transformer

Rohan Menon, Nicola Franco, Stephan Günnemann

Deriving tight Lipschitz bounds for transformer-based architectures presents a significant challenge. The large input sizes and high-dimensional attention modules typically prove t…