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On the interplay of adversarial robustness and architecture components: patches, convolution and attention.

, и . CoRR, (2022)

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Karl Croce

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Francesco Bettella

Protein secondary structure prediction using optimized scoring functions: a comparative statistical method. FU Berlin, (2009)

Francesco Solimena

 

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A Randomized Gradient-Free Attack on ReLU Networks., и . GCPR, том 11269 из Lecture Notes in Computer Science, стр. 215-227. Springer, (2018)Robust Semantic Segmentation: Strong Adversarial Attacks and Fast Training of Robust Models., , и . CoRR, (2023)On the interplay of adversarial robustness and architecture components: patches, convolution and attention., и . CoRR, (2022)Adversarial robustness against multiple lp-threat models at the price of one and how to quickly fine-tune robust models to another threat model., и . CoRR, (2021)Sparse Visual Counterfactual Explanations in Image Space., , , , и . GCPR, том 13485 из Lecture Notes in Computer Science, стр. 133-148. Springer, (2022)A Modern Look at the Relationship between Sharpness and Generalization., , , , и . ICML, том 202 из Proceedings of Machine Learning Research, стр. 840-902. PMLR, (2023)RobustBench: a standardized adversarial robustness benchmark., , , , , , и . CoRR, (2020)Segment (Almost) Nothing: Prompt-Agnostic Adversarial Attacks on Segmentation Models., и . CoRR, (2023)Revisiting Adversarial Training for ImageNet: Architectures, Training and Generalization across Threat Models., , и . CoRR, (2023)Scaling up the randomized gradient-free adversarial attack reveals overestimation of robustness using established attacks., , и . CoRR, (2019)