March 01, 2026 conference-paper Aachen paper

Towards Consistent and Efficient Decision-Based Attacks

IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW), pp. 212–221

DOI: 10.1109/wacvw68408.2026.00027 OpenAlex

Authors 3

Henning Duwe Aachen

RWTH Aachen University

Affiliation as printed

RWTH Aachen University
Anna L. Münz Aachen

RWTH Aachen University

Affiliation as printed

RWTH Aachen University
Holger H. Hoos Aachen

RWTH Aachen University

Affiliation as printed

RWTH Aachen University

Cited by 0 stored of 0

No patents citing this paper on Lens.org (checked 2026-10-06).

References 18

Deep Residual Learning for Image Recognition
2016 conference-paper Computer Science Advanced Neural Network Applications Open access

229,413

citations
ImageNet: A large-scale hierarchical image database
2009 2009 IEEE Conference on Computer Vision and Pattern Recognition conference-paper Computer Science Image Retrieval and Classification Techniques

63,529

citations
On Assessing ML Model Robustness: A Methodological Framework (Academic Track)
2025 OASIcs : OpenAccess Series in Informatics conference-paper Computer Science Adversarial Robustness in Machine Learning Open access

4,747

citations
ZOO
2017 ACM Workshop on Artificial Intelligence and Security (AISec) conference-paper Computer Science Adversarial Robustness in Machine Learning Open access

1,752

citations
HopSkipJumpAttack: A Query-Efficient Decision-Based Attack
2020 Proceedings - IEEE Symposium on Security and Privacy/Proceedings of the ... IEEE Symposium on Security and Privacy conference-paper Computer Science Adversarial Robustness in Machine Learning Open access

652

citations
Automated Algorithm Selection: Survey and Perspectives
2018 Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research

440

citations
Efficient Decision-Based Black-Box Adversarial Attacks on Face Recognition
2019 IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings conference-paper Computer Science Adversarial Robustness in Machine Learning

416

citations
A Simple Modification in CMA-ES Achieving Linear Time and Space Complexity
2008 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

266

citations
Benchmarking Adversarial Robustness on Image Classification
2020 IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings conference-paper Computer Science Adversarial Robustness in Machine Learning

256

citations
GeoDA: A Geometric Framework for Black-Box Adversarial Attacks
2020 IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings conference-paper Computer Science Adversarial Robustness in Machine Learning Open access

109

citations
SurFree: a fast surrogate-free black-box attack
2021 IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings conference-paper Computer Science Adversarial Robustness in Machine Learning Open access

100

citations
Evolution strategies for continuous optimization: A survey of the state-of-the-art
2020 Swarm and Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research

92

citations
Triangle Attack: A Query-Efficient Decision-Based Adversarial Attack
2022 Lecture notes in computer science conference-paper Computer Science Adversarial Robustness in Machine Learning

54

citations
Imperceptible and Sparse Adversarial Attacks via a Dual-Population-Based Constrained Evolutionary Algorithm
2022 IEEE Transactions on Artificial Intelligence article Computer Science Adversarial Robustness in Machine Learning

35

citations
CGBA: Curvature-aware Geometric Black-box Attack
2023 IEEE/CVF International Conference on Computer Vision (ICCV) conference-paper Computer Science Adversarial Robustness in Machine Learning

24

citations
Black-box adversarial attacks using evolution strategies
2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Adversarial Robustness in Machine Learning Open access

21

citations
SA-ES: Subspace Activation Evolution Strategy for Black-Box Adversarial Attacks
2022 IEEE Transactions on Emerging Topics in Computational Intelligence article Computer Science Adversarial Robustness in Machine Learning

12

citations
Multi-objective differential evolution in the generation of adversarial examples
2024 Science of Computer Programming article Computer Science Adversarial Robustness in Machine Learning Open access

2

citations

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