Concepedia

Francesco Croce

FC

15

Publications

1.3K

Citations

13

H-Index

2002

Active since

Affiliations

University of Tübingen(Current)

Francesco Croce is an author at University of Tübingen specializing in engineering, adversarial machine learning, and data science.

Top concepts

EngineeringDeep LearningComputer ScienceMachine LearningAdversarial Machine LearningData SciencePattern RecognitionComputer VisionHardware SecurityData Security

Publications per year

2002–2023

15

Publications

15

Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks

Francesco Croce, Matthias Hein · arXiv (Cornell University) · 2020 · 434 citations · Full text

Engineering, Machine Learning, Evasion Technique +20

Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks

Francesco Croce, Matthias Hein · International Conference on Machine Learning · 2020 · 203 citations

Engineering, Machine Learning, Evasion Technique +20

Minimally distorted Adversarial Examples with a Fast Adaptive Boundary Attack

Francesco Croce, Matthias Hein · arXiv (Cornell University) · 2019 · 121 citations · Full text

Hardware Security, Adversarial Examples, Engineering +13

RobustBench: a standardized adversarial robustness benchmark

Francesco Croce, Maksym Andriushchenko, Vikash Sehwag et al. · arXiv (Cornell University) · 2020 · 116 citations · Full text

Artificial Intelligence, Data Augmentation, Image Classification +15

Sparse-RS: A Versatile Framework for Query-Efficient Sparse Black-Box Adversarial Attacks

Francesco Croce, Maksym Andriushchenko, Naman Deep Singh et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 90 citations · Full text

Engineering, Machine Learning, Information Security +19

Rows per page

1–5 of 15