Sfoglia per Autore
Practical Attacks on Machine Learning: A Case Study on Adversarial Windows Malware
2022-01-01 Demetrio, L; Biggio, B; Roli, F
Countermeasures Against Adversarial Examples in Radio Signal Classification
2021-01-01 Zhang, Lu; Lambotharan, Sangarapillai; Zheng, Gan; Assadhan, Basil; Roli, Fabio
Online domain adaptation for person Re-identification with a human in the loop
2021-01-01 Delussu, R.; Putzu, L.; Fumera, G.; Roli, F.
Slope: A First-order Approach for Measuring Gradient Obfuscation
2021-01-01 Pintor, M.; Demetrio, L.; Manca, G.; Biggio, B.; Roli, F.
The hammer and the nut: is bilevel optimization really needed to poison linear classifiers?
2021-01-01 Cina, A. E.; Vascon, S.; Demontis, A.; Biggio, B.; Roli, F.; Pelillo, M.
Adversarial EXEmples: A Survey and Experimental Evaluation of Practical Attacks on Machine Learning for Windows Malware Detection
2021-01-01 Demetrio, L.; Coull, S. E.; Biggio, B.; Lagorio, G.; Armando, A.; Roli, F.
Are spoofs from latent fingerprints a real threat for the best state-of-art liveness detectors?
2021-01-01 Casula, R.; Orru', G.; Angioni, D.; Feng, X.; Marcialis, G. L.; Roli, F.
Fingerprint recognition with embedded presentation attacks detection: are we ready?
2021-01-01 Micheletto, M.; Marcialis, G. L.; Orru', G.; Roli, F.
Detecting Anomalies from Video-Sequences: a Novel Descriptor
2021-01-01 Orru', G.; Ghiani, D.; Pintor, M.; Marcialis, G. L.; Roli, F.
Empirical assessment of generating adversarial configurations for software product lines
2021-01-01 Temple, P.; Perrouin, G.; Acher, M.; Biggio, B.; Jezequel, J. -M.; Roli, F.
EEG personal recognition based on ‘qualified majority’ over signal patches
2021-01-01 Panzino, Andrea; Orru', Giulia; Marcialis, GIAN LUCA; Roli, Fabio
Functionality-Preserving Black-Box Optimization of Adversarial Windows Malware
2021-01-01 Demetrio, Luca; Biggio, Battista; Lagorio, Giovanni; Roli, Fabio; Armando, Alessandro
Fast minimum-norm adversarial attacks through adaptive norm constraints
2021-01-01 Pintor, Maura; Roli, Fabio; Brendel, Wieland; Biggio, Battista
A novel classification-selection approach for the self updating of template-based face recognition systems
2020-01-01 Orrù, Giulia; Marcialis, Gian Luca; Roli, Fabio
Adversarial Detection of Flash Malware: Limitations and Open Issues
2020-01-01 Maiorca, D.; Demontis, A.; Biggio, B.; Roli, F.; Giacinto, G.
Deep neural rejection against adversarial examples
2020-01-01 Sotgiu, Angelo; Demontis, Ambra; Melis, Marco; Biggio, Battista; Fumera, Giorgio; Feng, Xiaoyi; Roli, Fabio
CompactNet: learning a compact space for face presentation attack detection
2020-01-01 Li, Lei; Xia, Zhaoqiang; Jiang, Xiaoyue; Roli, Fabio; Feng, Xiaoyi
Infrared and visible image fusion using a shallow CNN and structural similarity constraint
2020-01-01 Li, Lei; Xia, Zhaoqiang; Han, Huijian; He, Guiqing; Roli, Fabio; Feng, Xiaoyi
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.
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
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