Battista Biggio

Dept. of Electrical and Electronic Eng., Univ. of Cagliari, Cagliari, Italy

Show Academic Trajectory

Ego Network

D-Core

Research Interests

Author Statistics

Experience

Education

Bio

None

Papers94 papers

Sort

By YearBy Citation

Poisoning Attacks on Cyber Attack Detectors for Industrial Control Systems

Moshe Kravchik,Battista Biggio,Asaf Shabtai

Bibtex

Adversarial Detection of Flash Malware: Limitations and Open Issues

Davide Maiorca, Ambra Demontis,Battista Biggio,Fabio Roli,Giorgio Giacinto

Computers & Security, (2020): 101901

EIBibtex

Adversarial Detection of Flash Malware: Limitations and Open Issues

Davide Maiorca,Battista Biggio, Maria Elena Chiappe,Giorgio Giacinto

Computers & Security, (2020): 101901

Bibtex

FADER: Fast Adversarial Example Rejection

Francesco Crecchi,Marco Melis, Angelo Sotgiu,Davide Bacciu,Battista Biggio

Bibtex

Adversarial EXEmples: A Survey and Experimental Evaluation of Practical Attacks on Machine Learning for Windows Malware Detection

Luca Demetrio, Scott E. Coull,Battista Biggio,Giovanni Lagorio,Alessandro Armando,Fabio Roli

Bibtex

Can Domain Knowledge Alleviate Adversarial Attacks in Multi-Label Classifiers

Melacci Stefano,Ciravegna Gabriele, Sotgiu Angelo, Demontis Ambra,Biggio Battista, Gori Marco,Roli Fabio

Bibtex

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

Bibtex

Poisoning Attacks on Algorithmic Fairness

Solans David,Biggio Battista, Castillo Carlos

Bibtex

Efficient Black-box Optimization of Adversarial Windows Malware with Constrained Manipulations

Demetrio Luca,Biggio Battista,Lagorio Giovanni,Roli Fabio,Armando Alessandro

Bibtex

Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection

Ambra Demontis,Marco Melis,Battista Biggio,Davide Maiorca,Daniel Arp,Konrad Rieck,Igino Corona,Giorgio Giacinto,Fabio Roli

IEEE Transactions on Dependable and Secure Computing, no. 4 (2019)

Cited by102EIWOSBibtex

Deep Neural Rejection against Adversarial Examples

Sotgiu Angelo, Demontis Ambra,Melis Marco,Biggio Battista,Fumera Giorgio, Feng Xiaoyi,Roli Fabio

EURASIP Journal on Information Security, no. 1 (2019): 1-10

Bibtex

secml: A Python Library for Secure and Explainable Machine Learning

Melis Marco, Demontis Ambra, Pintor Maura, Sotgiu Angelo,Biggio Battista

Bibtex

Towards Quality Assurance of Software Product Lines with Adversarial Configurations

Temple Paul,Acher Mathieu,Perrouin Gilles,Biggio Battista,Jezequel Jean-marc,Roli Fabio

Bibtex

Poster - Attacking Malware Classifiers by Crafting Gradient-Attacks that Preserve Functionality

Raphael Labaca Castro,Battista Biggio, Gabi Dreo Rodosek

CCS, pp.2565-2567, (2019)

EIBibtex

AISec'19: 12th ACM Workshop on Artificial Intelligence and Security

Sadia Afroz,Battista Biggio,Nicholas Carlini,Yuval Elovici,Asaf Shabtai

Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security, pp.2707-2708, (2019)

EIBibtex

Towards quality assurance of software product lines with adversarial configurations: [research]

Paul Temple,Mathieu Acher,Gilles Perrouin,Battista Biggio,Jean-Marc Jezequel,Fabio Roli

Proceedings of the 23rd International Systems and Software Product Line Conference - Volume A, pp.38, (2019)

EIBibtex

Detecting Adversarial Examples through Nonlinear Dimensionality Reduction

Francesco Crecchi,Davide Bacciu,Battista Biggio

arXiv: Learning, (2019)

EIBibtex

Towards Adversarial Malware Detection: Lessons Learned from PDF-based Attacks

Davide Maiorca,Battista Biggio,Giorgio Giacinto

ACM Computing Surveys (CSUR), no. 4 (2019): 78-36

Cited by11EIBibtex

Why Do Adversarial Attacks Transfer? Explaining Transferability of Evasion and Poisoning Attacks

Ambra Demontis,Marco Melis, Maura Pintor,Matthew Jagielski,Battista Biggio,Alina Oprea,Cristina Nita-Rotaru,Fabio Roli

USENIX Security Symposium, pp.321-338, (2019)

Cited by31EIBibtex

Optimization and deployment of CNNs at the edge: the ALOHA experience

Paolo Meloni,Daniela Loi, Paola Busia, Gianfranco Deriu,Andy D. Pimentel, Dolly Sapra,Todor Stefanov, Svetlana Minakova,Francesco Conti,Luca Benini, Maura Pintor,Battista Biggio

Proceedings of the 16th ACM International Conference on Computing Frontiers, pp.326-332, (2019)

EIBibtex

View All

Base Info Papers Patents Projects