Sfoglia per Autore
An experimental investigation on self adaptive facial recognition algorithms using a long time span data set
2019-01-01 Orru', Giulia; Marcialis, GIAN LUCA; Roli, Fabio
DEICTIC: a compositional and declarative gesture description based on hidden markov models
2019-01-01 Carcangiu, Alessandro; Spano, Lucio Davide; Fumera, Giorgio; Roli, Fabio
Review of fingerprint presentation attack detection competitions
2019-01-01 Yambay, David; Ghiani, Luca; Marcialis, Gian Luca; Roli, Fabio; Schuckers, Stephanie
Explaining vulnerabilities of deep learning to adversarial malware binaries
2019-01-01 Demetrio, Luca; Biggio, Battista; Lagorio, Giovanni; Roli, Fabio; Armando, Alessandro
Towards quality assurance of software product lines with adversarial configurations
2019-01-01 Temple, P.; Acher, M.; Perrouin, G.; Biggio, B.; Jezequel, J. -M.; Roli, F.
Why Do Adversarial Attacks Transfer? Explaining Transferability of Evasion and Poisoning Attacks
2019-01-01 Demontis, Ambra; Melis, Marco; Pintor, Maura; Jagielski, Matthew; Biggio, Battista; Oprea, Alina; Nita-Rotaru, Cristina; Roli, Fabio
Wild patterns: ten years after the rise of adversarial machine learning
2018-01-01 Biggio, Battista; Roli, Fabio
Is Deep Learning Safe for Robot Vision? Adversarial Examples against the iCub Humanoid
2018-01-01 Melis, Marco; Demontis, Ambra; Biggio, Battista; Brown, Gavin; Fumera, Giorgio; Roli, Fabio
Multi-Stage Ranking Approach for Fast Person Re-Identification
2018-01-01 LAVI SEFIDGARI, Bahram; Fumera, Giorgio; Roli, Fabio
Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables
2018-01-01 Kolosnjaji, Bojan; Demontis, Ambra; Biggio, Battista; Maiorca, Davide; Giacinto, Giorgio; Eckert, Claudia; Roli, Fabio
Explaining black-box android malware detection
2018-01-01 Melis, Marco; Maiorca, Davide; Biggio, Battista; Giacinto, Giorgio; Roli, Fabio
Learning extremely shared middle-level image representation for scene classification
2017-01-01 Tang, P; Zhang, J; Wang, X; Feng, B; Roli, Fabio; Liu, W.
Towards poisoning of deep learning algorithms with back-gradient optimization
2017-01-01 Muñoz-González, Luis; Biggio, Battista; Demontis, Ambra; Paudice, Andrea; Wongrassamee, Vasin; Lupu, Emil C.; Roli, Fabio
A parameter randomization approach for constructing classifier ensembles
2017-01-01 Santucci, Enrica; Didaci, Luca; Fumera, Giorgio; Roli, Fabio
Deepsquatting: Learning-based typosquatting detection at deeper domain levels
2017-01-01 Piredda, Paolo; Ariu, Davide; Biggio, Battista; Corona, Igino; Piras, Luca; Giacinto, Giorgio; Roli, Fabio
Gesture modelling and recognition by integrating declarative models and pattern recognition algorithms
2017-01-01 Carcangiu, Alessandro; Spano, Lucio Davide; Fumera, Giorgio; Roli, Fabio
Review of the Fingerprint Liveness Detection (LivDet) competition series: 2009 to 2015
2017-01-01 Ghiani, Luca; Yambay, Da; Mura, Valerio; Marcialis, GIAN LUCA; Roli, Fabio; Schuckers, Sa
Randomized Prediction Games for Adversarial Machine Learning
2017-01-01 Rota Bulò, S; Biggio, Battista; Pillai, Ignazio; Pelillo, M; Roli, Fabio
DeltaPhish: Detecting phishing webpages in compromised websites
2017-01-01 Corona, Igino; Biggio, Battista; Contini, Matteo; Piras, Luca; Corda, Roberto; Mereu, Mauro; Mureddu, Guido; Ariu, Davide; Roli, Fabio
Designing multi-label classifiers that maximize F measures: state of the art
2017-01-01 Pillai, Ignazio; Fumera, Giorgio; Roli, Fabio
| Titolo | Data di pubblicazione | Autore(i) | Rivista | Editore |
|---|---|---|---|---|
| An experimental investigation on self adaptive facial recognition algorithms using a long time span data set | 1-gen-2019 | Orru', Giulia; Marcialis, GIAN LUCA; Roli, Fabio | - | IEEE (Institute of Electrical and Electronics Engineers) |
| DEICTIC: a compositional and declarative gesture description based on hidden markov models | 1-gen-2019 | Carcangiu, Alessandro; Spano, Lucio Davide; Fumera, Giorgio; Roli, Fabio | INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES | - |
| Review of fingerprint presentation attack detection competitions | 1-gen-2019 | Yambay, David; Ghiani, Luca; Marcialis, Gian Luca; Roli, Fabio; Schuckers, Stephanie | - | Springer London |
| Explaining vulnerabilities of deep learning to adversarial malware binaries | 1-gen-2019 | Demetrio, Luca; Biggio, Battista; Lagorio, Giovanni; Roli, Fabio; Armando, Alessandro | - | - |
| Towards quality assurance of software product lines with adversarial configurations | 1-gen-2019 | Temple, P.; Acher, M.; Perrouin, G.; Biggio, B.; Jezequel, J. -M.; Roli, F. | - | Association for Computing Machinery |
| Why Do Adversarial Attacks Transfer? Explaining Transferability of Evasion and Poisoning Attacks | 1-gen-2019 | Demontis, Ambra; Melis, Marco; Pintor, Maura; Jagielski, Matthew; Biggio, Battista; Oprea, Alina; Nita-Rotaru, Cristina; Roli, Fabio | - | USENIX Association |
| Wild patterns: ten years after the rise of adversarial machine learning | 1-gen-2018 | Biggio, Battista; Roli, Fabio | PATTERN RECOGNITION | - |
| Is Deep Learning Safe for Robot Vision? Adversarial Examples against the iCub Humanoid | 1-gen-2018 | Melis, Marco; Demontis, Ambra; Biggio, Battista; Brown, Gavin; Fumera, Giorgio; Roli, Fabio | - | IEEE (Institute of Electrical and Electronics Engineers) |
| Multi-Stage Ranking Approach for Fast Person Re-Identification | 1-gen-2018 | LAVI SEFIDGARI, Bahram; Fumera, Giorgio; Roli, Fabio | IET COMPUTER VISION | - |
| Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables | 1-gen-2018 | Kolosnjaji, Bojan; Demontis, Ambra; Biggio, Battista; Maiorca, Davide; Giacinto, Giorgio; Eckert, Claudia; Roli, Fabio | - | IEEE (Institute of Electrical and Electronics Engineers) |
| Explaining black-box android malware detection | 1-gen-2018 | Melis, Marco; Maiorca, Davide; Biggio, Battista; Giacinto, Giorgio; Roli, Fabio | - | IEEE, Institute of Electrical and Electronics Engineers |
| Learning extremely shared middle-level image representation for scene classification | 1-gen-2017 | Tang, P; Zhang, J; Wang, X; Feng, B; Roli, Fabio; Liu, W. | KNOWLEDGE AND INFORMATION SYSTEMS | - |
| Towards poisoning of deep learning algorithms with back-gradient optimization | 1-gen-2017 | Muñoz-González, Luis; Biggio, Battista; Demontis, Ambra; Paudice, Andrea; Wongrassamee, Vasin; Lupu, Emil C.; Roli, Fabio | - | Association for Computing Machinery |
| A parameter randomization approach for constructing classifier ensembles | 1-gen-2017 | Santucci, Enrica; Didaci, Luca; Fumera, Giorgio; Roli, Fabio | PATTERN RECOGNITION | - |
| Deepsquatting: Learning-based typosquatting detection at deeper domain levels | 1-gen-2017 | Piredda, Paolo; Ariu, Davide; Biggio, Battista; Corona, Igino; Piras, Luca; Giacinto, Giorgio; Roli, Fabio | - | Springer |
| Gesture modelling and recognition by integrating declarative models and pattern recognition algorithms | 1-gen-2017 | Carcangiu, Alessandro; Spano, Lucio Davide; Fumera, Giorgio; Roli, Fabio | - | Springer |
| Review of the Fingerprint Liveness Detection (LivDet) competition series: 2009 to 2015 | 1-gen-2017 | Ghiani, Luca; Yambay, Da; Mura, Valerio; Marcialis, GIAN LUCA; Roli, Fabio; Schuckers, Sa | IMAGE AND VISION COMPUTING | - |
| Randomized Prediction Games for Adversarial Machine Learning | 1-gen-2017 | Rota Bulò, S; Biggio, Battista; Pillai, Ignazio; Pelillo, M; Roli, Fabio | IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS | - |
| DeltaPhish: Detecting phishing webpages in compromised websites | 1-gen-2017 | Corona, Igino; Biggio, Battista; Contini, Matteo; Piras, Luca; Corda, Roberto; Mereu, Mauro; Mureddu, Guido; Ariu, Davide; Roli, Fabio | - | Springer |
| Designing multi-label classifiers that maximize F measures: state of the art | 1-gen-2017 | Pillai, Ignazio; Fumera, Giorgio; Roli, Fabio | PATTERN RECOGNITION | - |
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