Francesco Croce

According to our database1, Francesco Croce authored at least 28 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2024
Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models.
CoRR, 2024

Long Is More for Alignment: A Simple but Tough-to-Beat Baseline for Instruction Fine-Tuning.
CoRR, 2024

2023
Segment (Almost) Nothing: Prompt-Agnostic Adversarial Attacks on Segmentation Models.
CoRR, 2023

Robust Semantic Segmentation: Strong Adversarial Attacks and Fast Training of Robust Models.
CoRR, 2023

Revisiting Adversarial Training for ImageNet: Architectures, Training and Generalization across Threat Models.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A Modern Look at the Relationship between Sharpness and Generalization.
Proceedings of the International Conference on Machine Learning, 2023

Revisiting adapters with adversarial training.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Seasoning Model Soups for Robustness to Adversarial and Natural Distribution Shifts.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
On the interplay of adversarial robustness and architecture components: patches, convolution and attention.
CoRR, 2022

Diffusion Visual Counterfactual Explanations.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Evaluating the Adversarial Robustness of Adaptive Test-time Defenses.
Proceedings of the International Conference on Machine Learning, 2022

Adversarial Robustness against Multiple and Single l<sub>p</sub>-Threat Models via Quick Fine-Tuning of Robust Classifiers.
Proceedings of the International Conference on Machine Learning, 2022

Sparse Visual Counterfactual Explanations in Image Space.
Proceedings of the Pattern Recognition, 2022

Sparse-RS: A Versatile Framework for Query-Efficient Sparse Black-Box Adversarial Attacks.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Adversarial robustness against multiple l<sub>p</sub>-threat models at the price of one and how to quickly fine-tune robust models to another threat model.
CoRR, 2021

RobustBench: a standardized adversarial robustness benchmark.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Mind the Box: l<sub>1</sub>-APGD for Sparse Adversarial Attacks on Image Classifiers.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
Scaling up the Randomized Gradient-Free Adversarial Attack Reveals Overestimation of Robustness Using Established Attacks.
Int. J. Comput. Vis., 2020

RobustBench: a standardized adversarial robustness benchmark.
CoRR, 2020

Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks.
Proceedings of the 37th International Conference on Machine Learning, 2020

Minimally distorted Adversarial Examples with a Fast Adaptive Boundary Attack.
Proceedings of the 37th International Conference on Machine Learning, 2020

Provable robustness against all adversarial $l_p$-perturbations for $p\geq 1$.
Proceedings of the 8th International Conference on Learning Representations, 2020

Square Attack: A Query-Efficient Black-Box Adversarial Attack via Random Search.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
Provable robustness against all adversarial l<sub>p</sub>-perturbations for p≥1.
CoRR, 2019

Sparse and Imperceivable Adversarial Attacks.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Provable Robustness of ReLU networks via Maximization of Linear Regions.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018
A Randomized Gradient-Free Attack on ReLU Networks.
Proceedings of the Pattern Recognition - 40th German Conference, 2018

2001
INTEGRAL Mission Control System (IMCS): Technology and Integrated Solutions for Supporting a Complex Scientific Mission.
Proceedings of the 27th EUROMICRO Conference 2001: A Net Odyssey, 2001


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