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AttackBench: Evaluating Gradient-based Attacks for Adversarial Examples

AttackBench: Evaluating Gradient-based Attacks for Adversarial Examples

30 April 2024
Antonio Emanuele Cinà
Jérôme Rony
Maura Pintor
Luca Demetrio
Ambra Demontis
Battista Biggio
Ismail Ben Ayed
Fabio Roli
    ELM
    AAML
    SILM
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Papers citing "AttackBench: Evaluating Gradient-based Attacks for Adversarial Examples"

6 / 6 papers shown
Title
Rethinking Robustness in Machine Learning: A Posterior Agreement Approach
Rethinking Robustness in Machine Learning: A Posterior Agreement Approach
João B. S. Carvalho
Alessandro Torcinovich
Victor Jimenez Rodriguez
Antonio Emanuele Cinà
Carlos Cotrini
Lea Schönherr
J. M. Buhmann
OOD
63
0
0
20 Mar 2025
Sonic: Fast and Transferable Data Poisoning on Clustering Algorithms
Sonic: Fast and Transferable Data Poisoning on Clustering Algorithms
Francesco Villani
Dario Lazzaro
Antonio Emanuele Cinà
Matteo DellÁmico
Battista Biggio
Fabio Roli
19
1
0
14 Aug 2024
Deciphering the Definition of Adversarial Robustness for post-hoc OOD Detectors
Deciphering the Definition of Adversarial Robustness for post-hoc OOD Detectors
Peter Lorenz
Mario Fernandez
Jens Müller
Ullrich Kothe
AAML
60
1
0
21 Jun 2024
Mind the box: $l_1$-APGD for sparse adversarial attacks on image
  classifiers
Mind the box: l1l_1l1​-APGD for sparse adversarial attacks on image classifiers
Francesco Croce
Matthias Hein
AAML
37
54
0
01 Mar 2021
RobustBench: a standardized adversarial robustness benchmark
RobustBench: a standardized adversarial robustness benchmark
Francesco Croce
Maksym Andriushchenko
Vikash Sehwag
Edoardo Debenedetti
Nicolas Flammarion
M. Chiang
Prateek Mittal
Matthias Hein
VLM
207
668
0
19 Oct 2020
Adversarial examples in the physical world
Adversarial examples in the physical world
Alexey Kurakin
Ian Goodfellow
Samy Bengio
SILM
AAML
250
5,813
0
08 Jul 2016
1