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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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Randomized Prediction Games for Adversarial Machine Learning.S. Bulò, B. Biggio, I. Pillai, M. Pelillo, and F. Roli. CoRR, (2016)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)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)secml: Secure and explainable machine learning in Python.M. Pintor, L. Demetrio, A. Sotgiu, M. Melis, A. Demontis, and B. Biggio. SoftwareX, (2022)Image Spam Filtering by Content Obscuring Detection.B. Biggio, G. Fumera, I. Pillai, and F. Roli. CEAS, (2007)FADER: Fast adversarial example rejection.F. Crecchi, M. Melis, A. Sotgiu, D. Bacciu, and B. Biggio. Neurocomputing, (2022)Multimodal Anti-spoofing in Biometric Recognition Systems.G. Fumera, G. Marcialis, B. Biggio, F. Roli, and S. Schuckers. Handbook of Biometric Anti-Spoofing, Springer, (2014)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)Digital Investigation of PDF Files: Unveiling Traces of Embedded Malware.D. Maiorca, and B. Biggio. IEEE Secur. Priv., 17 (1): 63-71 (2019)

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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
BibTeX
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APA
Chicago
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Rethinking data augmentation for adversarial robustness