Battista Biggio
发表
Gianfranco Ennas,
Battista Biggio,
Maria Chiara Di Guardo,
2015,
Scientometrics.
Fabio Roli,
Marcello Pelillo,
Samuel Rota Bulò,
2013,
AISec.
Fabio Roli,
Giorgio Fumera,
Battista Biggio,
2009,
Applications of Supervised and Unsupervised Ensemble Methods.
Francisco Escolano,
Antonio Robles-Kelly,
Battista Biggio,
2016,
Lecture Notes in Computer Science.
Fabio Roli,
Giorgio Fumera,
Battista Biggio,
2013,
CIARP.
Fabio Roli,
Giorgio Fumera,
Battista Biggio,
2007,
CEAS.
Gabi Dreo Rodosek,
Battista Biggio,
Raphael Labaca Castro,
2019,
CCS.
Fabio Roli,
Marco Melis,
Konrad Rieck,
2017,
IEEE Transactions on Dependable and Secure Computing.
Fabio Roli,
Battista Biggio,
F. Roli,
2017,
Pattern Recognit..
Fabio Roli,
Giorgio Fumera,
Battista Biggio,
2007,
NIPS 2007.
Fabio Roli,
Alessandro Armando,
Battista Biggio,
2020,
IEEE Transactions on Information Forensics and Security.
Fabio Roli,
Giorgio Fumera,
Battista Biggio,
2011,
Pattern Recognit. Lett..
Battista Biggio,
Davide Maiorca,
B. Biggio,
2017,
IEEE Security & Privacy.
Fabio Roli,
Giorgio Fumera,
Giorgio Giacinto,
2017,
ITASEC.
Claudia Eckert,
Fabio Roli,
Blaine Nelson,
2015,
Neurocomputing.
Fabio Roli,
Luca Didaci,
Giorgio Fumera,
2013,
2013 International Conference on Biometrics (ICB).
AdversariaLib: An Open-source Library for the Security Evaluation of Machine Learning Algorithms Under Attack
pdf
Battista Biggio,
Igino Corona,
Davide Maiorca,
2016,
ArXiv.
Fabio Roli,
Giorgio Fumera,
Battista Biggio,
2010,
Int. J. Mach. Learn. Cybern..
Giorgio Giacinto,
Battista Biggio,
Davide Maiorca,
2018,
ACM Comput. Surv..
Battista Biggio,
B. Biggio,
2018,
CCS 2018.
Fabio Roli,
Luca Didaci,
Giorgio Fumera,
2016,
IEEE Signal Processing Magazine.
Giorgio Giacinto,
Battista Biggio,
Davide Maiorca,
2017,
Comput. Secur..
David Solans,
Battista Biggio,
Carlos Castillo,
2020,
ECML/PKDD.
Fabio Roli,
Luca Didaci,
Giorgio Fumera,
2015,
IEEE Signal Processing Magazine.
Luca Benini,
Paolo Meloni,
Natalia Shepeleva,
2019,
CF.
Claudia Eckert,
Fabio Roli,
Giorgio Giacinto,
2018,
2018 26th European Signal Processing Conference (EUSIPCO).
Luca Benini,
Paolo Meloni,
Natalia Shepeleva,
2018,
2018 30th International Conference on Microelectronics (ICM).
Asaf Shabtai,
Battista Biggio,
Moshe Kravchik,
2020,
SAC.
Fabio Roli,
Marco Melis,
Giorgio Giacinto,
2018,
2018 26th European Signal Processing Conference (EUSIPCO).
Fabio Roli,
Blaine Nelson,
Giorgio Giacinto,
2013,
ECML/PKDD.
Fabio Roli,
Giorgio Fumera,
Battista Biggio,
2012
.
Fabio Roli,
Giorgio Fumera,
Battista Biggio,
2009,
MCS.
Blaine Nelson,
Battista Biggio,
Pavel Laskov,
2011,
ACML.
Fabio Roli,
Marco Melis,
Cristina Nita-Rotaru,
2018,
USENIX Security Symposium.
Gian Luca Marcialis,
Fabio Roli,
Giorgio Fumera,
2016,
IEEE Transactions on Pattern Analysis and Machine Intelligence.
Battista Biggio,
2016,
IH&MMSec.
Fabio Roli,
Giorgio Fumera,
Battista Biggio,
2016,
S+SSPR.
Fabio Roli,
Giorgio Fumera,
Battista Biggio,
2007
.
Gian Luca Marcialis,
Giorgio Fumera,
Battista Biggio,
2011,
2011 IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications (BIOMS).
Fabio Roli,
Giorgio Giacinto,
Luca Piras,
2017,
AI*IA.
Battista Biggio,
B. Biggio,
2018,
AISec@CCS.
Blaine Nelson,
Battista Biggio,
Pavel Laskov,
2011,
AISec '11.
Davide Bacciu,
Battista Biggio,
Francesco Crecchi,
2019,
ESANN.
Fabio Roli,
Giorgio Fumera,
Battista Biggio,
2014,
IEEE Transactions on Knowledge and Data Engineering.
Fabio Roli,
Marcello Pelillo,
Samuel Rota Bulò,
2014,
S+SSPR.
Blaine Nelson,
Battista Biggio,
Pavel Laskov,
2012,
ICML.
Gian Luca Marcialis,
Fabio Roli,
Giorgio Fumera,
2011,
2011 International Joint Conference on Biometrics (IJCB).
Fabio Roli,
Luca Piras,
Battista Biggio,
2017,
ESORICS.
Fabio Roli,
Marco Melis,
Giorgio Fumera,
2015,
2015 International Conference on Biometrics (ICB).
Fabio Roli,
Alessandro Armando,
Battista Biggio,
2020,
ArXiv.
Fabio Roli,
Giorgio Fumera,
Battista Biggio,
2015,
ICIAP.
Fabio Roli,
Alessandro Armando,
Battista Biggio,
2019,
ITASEC.
Fabio Roli,
Giorgio Fumera,
Battista Biggio,
2011,
2011 IEEE International Conference on Systems, Man, and Cybernetics.
Yuval Elovici,
Sadia Afroz,
Asaf Shabtai,
2018,
CCS.
Fabio Roli,
Marcello Pelillo,
Battista Biggio,
2016,
IEEE Transactions on Neural Networks and Learning Systems.
Gian Luca Marcialis,
Giorgio Fumera,
Battista Biggio,
2015
.
Gian Luca Marcialis,
Fabio Roli,
Stephanie Schuckers,
2014,
Handbook of Biometric Anti-Spoofing.
Paulo J. G. Lisboa,
Davide Bacciu,
Luca Oneto,
2019,
ESANN.
Gavin Brown,
Fabio Roli,
Marco Melis,
2017,
2017 IEEE International Conference on Computer Vision Workshops (ICCVW).
Fabio Roli,
Giorgio Fumera,
Battista Biggio,
2008,
SSPR/SPR.
Fabio Roli,
Giorgio Fumera,
Battista Biggio,
2009,
Innovations in Neural Information Paradigms and Applications.
Adversarial EXEmples: A Survey and Experimental Evaluation of Practical Attacks on Machine Learning for Windows Malware Detection
pdf
Fabio Roli,
Alessandro Armando,
Scott E. Coull,
2020,
ArXiv.
Battista Biggio,
2014,
AISec '14.
Francisco Escolano,
Marco Loog,
Battista Biggio,
2018,
Lecture Notes in Computer Science.
Jean-Marc Jézéquel,
Mathieu Acher,
Fabio Roli,
2018,
ArXiv.
Jean-Marc Jézéquel,
Mathieu Acher,
Fabio Roli,
2019,
SPLC.
Fabio Roli,
Giorgio Fumera,
Battista Biggio,
2007,
MCS.
Fabio Roli,
Konrad Rieck,
Giorgio Giacinto,
2014,
AISec '14.
Battista Biggio,
B. Biggio,
2010
.
Battista Biggio,
B. Biggio,
2019,
Proceedings of the 12th ACM Workshop on Artificial Intelligence and Security - AISec'19.
Fabio Roli,
Giorgio Fumera,
Battista Biggio,
2012,
2012 IEEE Fifth International Conference on Biometrics: Theory, Applications and Systems (BTAS).
Fabio Roli,
Marco Melis,
Giorgio Fumera,
2015,
ICIAP.
Marco Melis,
Battista Biggio,
Ambra Demontis,
2019,
ArXiv.
Fabio Roli,
Marco Melis,
Giorgio Giacinto,
2020,
ArXiv.
Sakshi Jain,
Markus Dürmuth,
Giorgio Giacinto,
2016,
NDSS.
Mansour Ahmadi,
Steven Arzt,
Giorgio Giacinto,
2016,
SPSM@CCS.
Fabio Roli,
Giorgio Fumera,
Battista Biggio,
2016,
AISec@CCS.
Fabio Roli,
Blaine Nelson,
Benjamin I. P. Rubinstein,
2014,
ArXiv.
Fabio Roli,
Giorgio Fumera,
Giorgio Giacinto,
2011,
MCS.
Brad Miller,
David Mandell Freeman,
Battista Biggio,
2017,
CCS.
Fabio Roli,
Giorgio Fumera,
Battista Biggio,
2014,
Int. J. Pattern Recognit. Artif. Intell..
Gian Luca Marcialis,
Fabio Roli,
Battista Biggio,
2012
.
Giorgio Giacinto,
Battista Biggio,
Igino Corona,
2017,
ITASEC.
Fabio Roli,
Battista Biggio,
F. Roli,
2018,
CCS.
Battista Biggio,
B. Biggio,
2016
.
Jean-Marc Jézéquel,
Mathieu Acher,
Fabio Roli,
2021,
Empirical Software Engineering.
Patrick P. K. Chan,
Daniel S. Yeung,
Fabio Roli,
2016,
IEEE Transactions on Cybernetics.
Gian Luca Marcialis,
Giorgio Fumera,
Battista Biggio,
2015,
Encyclopedia of Biometrics.
Fabio Roli,
Marco Melis,
Giorgio Fumera,
2020,
EURASIP J. Inf. Secur..
Fabio Roli,
Marco Melis,
Giorgio Fumera,
2016,
IEEE Computational Intelligence Magazine.
Blaine Nelson,
Battista Biggio,
Pavel Laskov,
2011,
ACML.
Luca Benini,
Paolo Meloni,
Natalia Shepeleva,
2018,
INTESA@ESWEEK.
Fabio Roli,
Luca Didaci,
Giorgio Fumera,
2012,
SSPR/SPR.
On the Intriguing Connections of Regularization, Input Gradients and Transferability of Evasion and Poisoning Attacks
pdf
Fabio Roli,
Marco Melis,
Cristina Nita-Rotaru,
2018,
ArXiv.
Fabio Roli,
Giorgio Fumera,
Battista Biggio,
2010,
MCS.
Claudia Eckert,
Gavin Brown,
Fabio Roli,
2015,
ICML.
Patrick P. K. Chan,
Daniel S. Yeung,
Zhi-Min He,
2015,
MCS.
Marco Melis,
Battista Biggio,
Davide Bacciu,
2020,
ArXiv.
Fabio Roli,
Giorgio Fumera,
Battista Biggio,
2008,
CEAS.
Yuval Elovici,
Sadia Afroz,
Asaf Shabtai,
2019,
CCS.
Fabio Roli,
Giorgio Fumera,
Battista Biggio,
2007,
14th International Conference on Image Analysis and Processing (ICIAP 2007).
Chang Liu,
Bo Li,
Cristina Nita-Rotaru,
2018,
2018 IEEE Symposium on Security and Privacy (SP).
Fabio Roli,
Luis Muñoz-González,
Emil C. Lupu,
2017,
AISec@CCS.
Fabio Roli,
Stefano Melacci,
Battista Biggio,
2020,
ArXiv.
Battista Biggio,
Luca Demetrio,
2021
.
Fabio Roli,
Marco Melis,
Giorgio Giacinto,
2020,
International Journal of Machine Learning and Cybernetics.
Xiaoyue Jiang,
Fabio Roli,
Zhaoqiang Xia,
2021,
ArXiv.
secml-malware: A Python Library for Adversarial Robustness Evaluation of Windows Malware Classifiers
pdf
Battista Biggio,
Luca Demetrio,
B. Biggio,
2021,
ArXiv.
Yuval Elovici,
Wenke Lee,
Battista Biggio,
2021,
Comput. Secur..
Fabio Roli,
Battista Biggio,
Luca Demetrio,
2021,
ESANN.
Alessio Micheli,
Franco Scarselli,
Alessandro Sperduti,
2021,
ESANN.
Fabio Roli,
Marco Gori,
Stefano Melacci,
2021,
IEEE transactions on pattern analysis and machine intelligence.
Fabio Roli,
Alessandro Armando,
Scott E. Coull,
2020,
ACM Trans. Priv. Secur..
Fabio Roli,
Battista Biggio,
Nicholas Carlini,
2021,
ArXiv.
Fabio Roli,
Wieland Brendel,
Battista Biggio,
2021,
NeurIPS.
Paolo Meloni,
Cristina Chesta,
David Solans,
2021,
DEXA Workshops.
Fabio Roli,
Marcello Pelillo,
Battista Biggio,
2021,
ArXiv.
Fabio Roli,
Marcello Pelillo,
Sebastiano Vascon,
2021,
2021 International Joint Conference on Neural Networks (IJCNN).
Battista Biggio,
Hsiao-Ying Lin,
B. Biggio,
2021,
Computer.
David Solans,
Battista Biggio,
Carlos Castillo,
2020,
ECML/PKDD.