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Maura Pintor

Universita di Cagliari

SCHOLARLY PAPERS

3

DOWNLOADS

194

TOTAL CITATIONS

6

Scholarly Papers (3)

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1.

Secml: Secure and Explainable Machine Learning in Python

Number of pages: 8 Posted: 07 Jan 2022
Marco Melis, Ambra Demontis, Maura Pintor, Angelo Sotgiu, Luca Demetrio and Battista Biggio
affiliation not provided to SSRN, Universita di Cagliari, Universita di Cagliari, affiliation not provided to SSRN, affiliation not provided to SSRN and Universita di Cagliari
Downloads 109 (645,052)
Citation 3

Abstract:

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machine learning, Security, Adversarial Attacks, Explainability

2.

Discrete Prompt Optimization Using Genetic Algorithm for Secure Python Code Generation

Number of pages: 30 Posted: 09 Jul 2025
Catherine Tony, Maura Pintor, Max Kretschmann and Riccardo Scandariato
Hamburg University of Technology, Universita di Cagliari, Hamburg University of Technology and Hamburg University of Technology
Downloads 67 (907,769)
Citation 1

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LLMs, Secure Code Generation, Prompt Optimization, Genetic Algorithms

3.

Over-Parameterization and Adversarial Robustness in Neural Networks: An Overview and Empirical Analysis

Number of pages: 7 Posted: 20 Jun 2024
Zhang Chen, Luca Demetrio, Srishti Gupta, Xiaoy Feng, Zhaoqiang Xia, Antonio Emanuele Cinà, Maura Pintor, Luca Oneto, Ambra Demontis, Battista Biggio and Fabio Roli
Northwestern Polytechnical University, China, University of Genoa, Universita di Cagliari, Northwestern Polytechnical University, China, Northwestern Polytechnical University, China, University of Genoa, Universita di Cagliari, University of Genoa, Universita di Cagliari, Universita di Cagliari and University of Genoa
Downloads 18 (1,470,786)
Citation 2

Abstract:

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over-parameterization, adversarial robustness, reliable evaluation