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Rethinking data augmentation for adversarial robustness

H. Eghbal zadeh, W. Zellinger, M. Pintor, K. Grosse, K. Koutini, B. Moser, B. Biggio, and G. Widmer. Information Sciences, (2024)
DOI: https://doi.org/10.1016/j.ins.2023.119838

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Battista Severgnini

Anna Battista

Ermanno Battista

Joseph Battista

Giovanni Battista Piranesi

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Poster: Attacking Malware Classifiers by Crafting Gradient-Attacks that Preserve Functionality.R. Castro, B. Biggio, and G. Rodosek. ACM Conference on Computer and Communications Security, page 2565-2567. ACM, (2019)Is Data Clustering in Adversarial Settings Secure?B. Biggio, I. Pillai, S. Bulò, D. Ariu, M. Pelillo, and F. Roli. CoRR, (2018)Randomized Prediction Games for Adversarial Machine Learning.S. Bulò, B. Biggio, I. Pillai, M. Pelillo, and F. Roli. CoRR, (2016)secml: Secure and explainable machine learning in Python.M. Pintor, L. Demetrio, A. Sotgiu, M. Melis, A. Demontis, and B. Biggio. SoftwareX, (2022)A survey and experimental evaluation of image spam filtering techniques.B. Biggio, G. Fumera, I. Pillai, and F. Roli. Pattern Recognit. Lett., 32 (10): 1436-1446 (2011)FADER: Fast adversarial example rejection.F. Crecchi, M. Melis, A. Sotgiu, D. Bacciu, and B. Biggio. Neurocomputing, (2022)Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updates.D. Angioni, L. Demetrio, M. Pintor, L. Oneto, D. Anguita, B. Biggio, and F. Roli. CoRR, (2024)Backdoor Learning Curves: Explaining Backdoor Poisoning Beyond Influence Functions.A. Cinà, K. Grosse, S. Vascon, A. Demontis, B. Biggio, F. Roli, and M. Pelillo. CoRR, (2021)Towards Adversarial Malware Detection: Lessons Learned from PDF-based Attacks.D. Maiorca, B. Biggio, and G. Giacinto. ACM Comput. Surv., 52 (4): 78:1-78:36 (2019)Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning.A. Cinà, K. Grosse, A. Demontis, S. Vascon, W. Zellinger, B. Moser, A. Oprea, B. Biggio, M. Pelillo, and F. Roli. ACM Comput. Surv., 55 (13s): 294:1-294:39 (2023)

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Disambiguation of "Biggio, Battista"

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Rethinking data augmentation for adversarial robustness

Please choose a person to relate this publication to

Battista Severgnini

Anna Battista

Ermanno Battista

Joseph Battista

Giovanni Battista Piranesi

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Biggio, Battista"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Rethinking data augmentation for adversarial robustness

Please choose a person to relate this publication to

Battista Severgnini

Anna Battista

Ermanno Battista

Joseph Battista

Giovanni Battista Piranesi

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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URL
DOI
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Chicago
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Rethinking data augmentation for adversarial robustness