Browsing Universitätsbibliographie by Author "Croce, Francesco"

Now showing items 1-20 of 20

Adversarial robustness against multiple and single l_p-threat models via quick fine-tuning of robust classifiers.

Hein, Matthias; Croce, Francesco (2022)
Adversarial robustness against multiple l_p-threat models at the price of one and how to quickly fine-tune robust models to another threat model

Croce, Francesco; Hein, Matthias (2021)
Diffusion Visual Counterfactual Explanations

Augustin, Maximilian; Boreiko, Valentyn; Croce, Francesco; Hein, Matthias (2022)
Evaluating and improving the robustness of image classifiers against adversarial attacks

Croce, Francesco (2023)
Mind the box: l_1-APGD for sparse adversarial attacks on image classifiers

Croce, Francesco; Hein, Matthias (2021)
Minimally distorted Adversarial Examples with a Fast Adaptive Boundary Attack

Hein, Matthias; Croce, Francesco (2019)
On the interplay of adversarial robustness and architecture components: patches, convolution and attention

Croce, Francesco; Hein, Matthias (2022)
Provable robustness against all adversarial l p -perturbations for p≥1

Croce, Francesco; Hein, Matthias (2019)
Provable Robustness of ReLU networks via Maximization of Linear Regions

Croce, Francesco; Andriushchenko, Maksym; Hein, Matthias (2019)
Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks

Croce, Francesco; Hein, Matthias (2020)
Revisiting Adversarial Training for ImageNet: Architectures, Training and Generalization across Threat Models

Hein, Matthias; Croce, Francesco; Singh, Naman D. (2023)
Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models

Hein, Matthias; Croce, Francesco; Singh, Naman Deep; Schlarmann, Christian (2024)
RobustBench: a standardized adversarial robustness benchmark

Croce, Francesco; Andriushchenko, Maksym; Sehwag, Vikash; Flammarion, Nicolas; Chiang, Mung; Mittal, Prateck; Hein, Matthias (2021)
Scaling up the randomized gradient-free adversarial attack reveals overestimation of robustness using established attacks

Croce, Francesco; Rauber, Jonas; Hein, Matthias (2019)
Segment (Almost) Nothing: Prompt-Agnostic Adversarial Attacks on Segmentation Models

Hein, Matthias; Croce, Francesco (2024)
Sparse and Imperceivable Adversarial Attacks

Hein, Matthias; Croce, Francesco (2019)
Sparse Visual Counterfactual Explanations in Image Space

Boreiko, Valentyn; Augustin, Maximilian; Croce, Francesco; Hein, Matthias (2022)
Sparse-RS: a versatile framework for query-efficient sparse black-box adversarial attacks

Croce, Francesco; Andriushchenko, Maksym; Singh, Naman D.; Flammarion, Nicolas; Hein, Matthias (2020)
Square Attack: a query-efficient black-box adversarial attack via random search

Andriushchenko, Maksym; Croce, Francesco; Flammarion, Nicolas; Hein, Matthias (2019)
Towards Reliable Evaluation and Fast Training of Robust Semantic Segmentation Models

Croce, Francesco; Singh, Naman D.; Hein, Matthias (2024)

Now showing items 1-20 of 20

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