Publications
, “Adversarial EXEmples: A Survey and Experimental Evaluation of Practical Attacks on Machine Learning for Windows Malware Detection”, ACM Trans. Priv. Secur., vol. 24, 2021.
, “Adversarial Machine Learning: Attacks From Laboratories to the Real World”, Computer, vol. 54, pp. 56-60, 2021.
, “Automatic Myelofibrosis Grading from Silver-Stained Images”, in Computer Analysis of Images and Patterns, Cham, 2021, pp. 195–205.
, “Adversarial Detection of Flash Malware: Limitations and Open Issues”, Computers & Security, vol. 96, 2020.
(1.08 MB)
(1.08 MB), “Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables”, in 2018 26th European Signal Processing Conference (EUSIPCO), Rome, 2018, pp. 533-537. (674.62 KB)
(674.62 KB), “Adaptive Appearance Model Tracking for Still-to-Video Face Recognition”, Pattern Recognition, vol. 49, no. 1, 2016. (6.51 MB)
(6.51 MB), “Adversarial Feature Selection Against Evasion Attacks”, IEEE Transactions on Cybernetics, vol. 46, no. 3, pp. 766-777, 2016. (2.12 MB)
(2.12 MB), “Adversarial Biometric Recognition: A Review on Biometric System Security from the Adversarial Machine Learning Perspective”, IEEE Signal Processing Magazine, vol. 32, no. 5, pp. 31-41, 2015. (751.08 KB)
(751.08 KB), “Adaptive Classification for Person Re-Identification Driven by Change Detection”, in 3rd Int. Conf. on Pattern Recognition Applications and Methods (ICPRAM 2014), 2014. (316.11 KB)
(316.11 KB), “Adaptive Ensembles for Face Recognition in Changing Video Surveillance Environments”, Information Sciences, vol. 206, 2014. (3.17 MB)
(3.17 MB), “Analysis of unsupervised template update in biometric recognition systems”, Pattern Recognition Letters, vol. 37, no. 1, 2014. (1.37 MB)
(1.37 MB), “Anti-spoofing: Multimodal”, in Encyclopedia of Biometrics, Springer US, 2014, pp. 1-4.
, “Adversarial Attacks against Intrusion Detection Systems: Taxonomy, Solutions and Open Issues”, Information Sciences, vol. 239, 2013. (1.49 MB)
(1.49 MB), “Adaptive Multibiometric Systems: Conceptual Representation and Performance Evaluation Over Time”, in Handbook on Multibiometrics Systems: Modern Approach to Identity Verification, VDM - Lambert Academic Publishing, 2012, pp. 120 -143.
, “Analysis of Co-training Algorithm with Very Small Training Sets”, in Structural, Syntactic, and Statistical Pattern Recognition, 2012, vol. 7626, pp. 719-726.
, “Appearance-based People Recognition by Local Dissimilarity Representations”, in 14th ACM Workshop on Multimedia and Security, Coventry, United Kingdom, 2012. (441.39 KB)
(441.39 KB), “Adaptive Biometric Systems”, 2011.
, “Adaptive Multibiometric Systems”, in Multibiometrics for Human Identification, Cambridge University Press, 2011.
, “Adaptive Biometric System based on Template Update Procedures”, University of Cagliari, Cagliari (Italy), 2010.
, “An advanced image processing tool for latent fingerprint analysis and liveness assessment”. 2010.
, “Adversarial Pattern Classification”, University of Cagliari, Cagliari (Italy), 2010. (2.65 MB)
(2.65 MB), “Analysis of Fingerprint Pores for Vitality Detection”, in Pattern Recognition (ICPR), 2010 20th International Conference on, Instanbul (Turkey), 2010.
, “Adversarial Pattern Classification”, 2009.
