Gauge-invariant coefficients in perturbative quantum gravity
Bastianelli, Fiorenzo, Bonezzi, Roberto, Melis, Marco
Published in The European physical journal. C, Particles and fields (01.12.2022)
Published in The European physical journal. C, Particles and fields (01.12.2022)
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Journal Article
Deep neural rejection against adversarial examples
Sotgiu, Angelo, Demontis, Ambra, Melis, Marco, Biggio, Battista, Fumera, Giorgio, Feng, Xiaoyi, Roli, Fabio
Published in EURASIP Journal on Information Security (07.04.2020)
Published in EURASIP Journal on Information Security (07.04.2020)
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Journal Article
secml: Secure and explainable machine learning in Python
Pintor, Maura, Demetrio, Luca, Sotgiu, Angelo, Melis, Marco, Demontis, Ambra, Biggio, Battista
Published in SoftwareX (01.06.2022)
Published in SoftwareX (01.06.2022)
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Journal Article
Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection
Demontis, Ambra, Melis, Marco, Biggio, Battista, Maiorca, Davide, Arp, Daniel, Rieck, Konrad, Corona, Igino, Giacinto, Giorgio, Roli, Fabio
Published in IEEE transactions on dependable and secure computing (01.07.2019)
Published in IEEE transactions on dependable and secure computing (01.07.2019)
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Journal Article
FADER: Fast adversarial example rejection
Crecchi, Francesco, Melis, Marco, Sotgiu, Angelo, Bacciu, Davide, Biggio, Battista
Published in Neurocomputing (Amsterdam) (22.01.2022)
Published in Neurocomputing (Amsterdam) (22.01.2022)
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Journal Article
Do gradient-based explanations tell anything about adversarial robustness to android malware?
Melis, Marco, Scalas, Michele, Demontis, Ambra, Maiorca, Davide, Biggio, Battista, Giacinto, Giorgio, Roli, Fabio
Published in International journal of machine learning and cybernetics (2022)
Published in International journal of machine learning and cybernetics (2022)
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Journal Article
Dynamic Balance is Impaired after a Match in Young Elite Soccer Players
Pau, Massimiliano, Ph.D, Mereu, Federico, Melis, Marco, Leban, Bruno, Corona, Federica, Ibba, Gianfranco
Published in Physical therapy in sport (01.11.2016)
Published in Physical therapy in sport (01.11.2016)
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Journal Article
Right ventricular function assessed by cardiac magnetic resonance predicts the response to resynchronization therapy
Manca, Paolo, Cossa, Stefano, Matta, Gildo, Scalone, Antonio, Tola, Gianfranco, Schintu, Barbara, Setzu, Agostino, Melis, Marco, Giardina, Achille, Corda, Marco, Sinagra, Gianfranco, Porcu, Maurizio
Published in Journal of cardiovascular medicine (Hagerstown, Md.) (01.04.2020)
Published in Journal of cardiovascular medicine (Hagerstown, Md.) (01.04.2020)
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Journal Article
Abstract 110: Quality of life in Beta Thalassemia
Merella, Pierluigi, Melis, Marco, Culeddu, Chiara, Meloni, Ivan, Casu, Gavino
Published in Circulation Cardiovascular quality and outcomes (01.04.2012)
Published in Circulation Cardiovascular quality and outcomes (01.04.2012)
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Journal Article
Explaining Black-box Android Malware Detection
Melis, Marco, Maiorca, Davide, Biggio, Battista, Giacinto, Giorgio, Roli, Fabio
Published in 2018 26th European Signal Processing Conference (EUSIPCO) (01.09.2018)
Published in 2018 26th European Signal Processing Conference (EUSIPCO) (01.09.2018)
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Conference Proceeding
Is Deep Learning Safe for Robot Vision? Adversarial Examples Against the iCub Humanoid
Melis, Marco, Demontis, Ambra, Biggio, Battista, Brown, Gavin, Fumera, Giorgio, Roli, Fabio
Published in 2017 IEEE International Conference on Computer Vision Workshops (ICCVW) (01.10.2017)
Published in 2017 IEEE International Conference on Computer Vision Workshops (ICCVW) (01.10.2017)
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Conference Proceeding
Modeling and simulation of open source development using an agile practice
Turnu, Ivana, Melis, Marco, Cau, Alessandra, Setzu, Alessio, Concas, Giulio, Mannaro, Katiuscia
Published in Journal of systems architecture (01.11.2006)
Published in Journal of systems architecture (01.11.2006)
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Journal Article
FADER: Fast Adversarial Example Rejection
Crecchi, Francesco, Melis, Marco, Sotgiu, Angelo, Bacciu, Davide, Biggio, Battista
Published in arXiv.org (18.10.2020)
Published in arXiv.org (18.10.2020)
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Paper
Journal Article
secml: A Python Library for Secure and Explainable Machine Learning
Pintor, Maura, Demetrio, Luca, Sotgiu, Angelo, Melis, Marco, Demontis, Ambra, Biggio, Battista
Published in arXiv.org (13.05.2022)
Published in arXiv.org (13.05.2022)
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Paper
Journal Article
Evaluate XP Effectiveness Using Simulation Modeling
Cau, Alessandra, Concas, Giulio, Melis, Marco, Turnu, Ivana
Published in Extreme Programming and Agile Processes in Software Engineering (2005)
Published in Extreme Programming and Agile Processes in Software Engineering (2005)
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Book Chapter
Conference Proceeding
Do Gradient-based Explanations Tell Anything About Adversarial Robustness to Android Malware?
Melis, Marco, Scalas, Michele, Demontis, Ambra, Maiorca, Davide, Biggio, Battista, Giacinto, Giorgio, Roli, Fabio
Published in arXiv.org (27.05.2021)
Published in arXiv.org (27.05.2021)
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Paper
Journal Article