Are spoofs from latent fingerprints a real threat for the best state-of-art liveness detectors? - Roberto Casula; Giulia Orrù; Daniele Angioni; Xiaoyi Feng; Gian Luca Marcialis; Fabio Roli (ICPR, 2020)

Robust Machine Learning for Malware Detection over Time. - Daniele Angioni; Luca Demetrio; Maura Pintor; Battista Biggio (ITASEC, 2022)

Adversarial Attacks Against Uncertainty Quantification. - Emanuele Ledda; Daniele Angioni; Giorgio Piras; Giorgio Fumera; Battista Biggio; Fabio Roli (ICCV (Workshops), 2023)

AI Security and Safety: The PRALab Research Experience. - Ambra Demontis; Maura Pintor; Luca Demetrio; Angelo Sotgiu; Daniele Angioni; Giorgio Piras; Srishti Gupta; Battista Biggio; Fabio Roli (Ital-IA, 2023)

ImageNet-Patch: A dataset for benchmarking machine learning robustness against adversarial patches. - Maura Pintor; Daniele Angioni; Angelo Sotgiu; Luca Demetrio; Ambra Demontis; Battista Biggio; Fabio Roli (Pattern Recognit., 2023)

On the Robustness of Adversarial Training Against Uncertainty Attacks. - Emanuele Ledda; Giovanni Scodeller; Daniele Angioni; Giorgio Piras; Antonio Emanuele Cinà; Giorgio Fumera; Battista Biggio; Fabio Roli (CoRR, 2024)

Understanding Regression in Continual Learning for Malware Detection. - Daniele Ghiani; Daniele Angioni; Angelo Sotgiu; Maura Pintor; Battista Biggio (ITASEC/SERICS, 2025)

Deploying robust machine-learning models: practical issues and mitigations. - Daniele Angioni (2025)

Buffer-free Class-Incremental Learning with Out-of-Distribution Detection. - Srishti Gupta; Daniele Angioni; Maura Pintor; Ambra Demontis; Lea Schönherr; Battista Biggio; Fabio Roli (CoRR, 2025)

Regression-aware Continual Learning for Android Malware Detection. - Daniele Ghiani; Daniele Angioni; Giorgio Piras; Angelo Sotgiu; Luca Minnei; Srishti Gupta; Maura Pintor; Fabio Roli; Battista Biggio (CoRR, 2025)

Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updates. - Daniele Angioni; Luca Demetrio; Maura Pintor; Luca Oneto; Davide Anguita; Battista Biggio; Fabio Roli (IEEE Trans. Pattern Anal. Mach. Intell., 2025)