Publications
, «Deep Neural Rejection against Adversarial Examples», EURASIP Journal on Information Security, vol 5, 2020.
, «DEICTIC: a Compositional and Declarative Gesture Description based on Hidden Markov Model», International Journal of Human-Computer Studies, vol 122, pag 20, 2019.
(1.69 MB)
(1.69 MB), «Design of effective neural network ensembles for image classification», Image and Vision Computing Journal, vol 19, pagg 697-705, 2001.
, «Designing multi-label classifiers that maximize F measures: state of the art», Pattern Recognition, vol 61, 2017. (452.28 KB)
(452.28 KB), «Designing multiple biometric systems: measures of ensemble effectiveness», Engineering Applications of Artificial Intelligence, vol 22, pagg 66-78, 2009.
, «Digital Investigation of PDF Files: Unveiling Traces of Embedded Malware», IEEE Security and Privacy: Special Issue on Digital Forensics, vol 17, n° 1, pagg 63-71, 2019. (838.95 KB)
(838.95 KB), «Diversified Sensitivity based Undersampling for Imbalance Classification Problems», IEEE Transactions on Cybernetics, In Press. (1.91 MB)
(1.91 MB), «DLLMiner: structural mining for malware detection», Security and Communication Networks, 2015. (731.78 KB)
(731.78 KB), «Dynamic Classifier Selection Based on Multiple Classifier Behaviour», Pattern Recognition, vol 34, pagg 179-181, 2001.
, «Early Detection of Malicious Flux Networks via Large-Scale Passive DNS Traffic Analysis», IEEE Transactions on Dependable and Secure Computing, vol 9, pagg 714-726, 2012. (1.37 MB)
(1.37 MB), «An EEG-based biometric system using eigenvector centrality in resting state brain activity», IEEE Signal Processing Letters, vol 22, n° 6, 2015. (522.35 KB)
(522.35 KB), «On the Effectiveness of System API-Related Information for Android Ransomware Detection», Computers and Security, vol 86, pagg 162-182, 2019. (706.92 KB)
(706.92 KB), «Empirical Assessment of Generating Adversarial Configurations for Software Product Lines», Empirical Software Engineering, In Press.
, «Empirical Investigation into the Correlation between Vignetting Effect and the Quality of Sensor Pattern Noise», IET Computer Vision, vol 6, n° 6, pagg 560-566, 2012.
, «An experimental comparison of neural and statistical non-parametric algorithms for supervised classification of remote-sensing images», Pattern Recognition Letters, vol 17, pagg 1331-1341, 1996.
, «An extension of the Jeffreys-Matusita distance to multiclass cases for feature selection», IEEE Transactions on Geoscience and Remote Sensing, vol 33, pagg 1318-1321, 1995.
, «Fast Person Re-Identification Based on Dissimilarity Representations», Pattern Recognition Letters, Special Issue on Novel Pattern Recognition-Based Methods for Reidentification in Biometric Context, vol 33, pagg 1838-1848, 2012. (976.57 KB)
(976.57 KB), «On the Feasibility of Adversarial Sample Creation Using the Android System API», Information, n° 11(9): 433, 2020. (1.26 MB)
(1.26 MB), «Fingerprint Liveness Detection based on Fake Finger characteristics», International Journal of Digital Crime and Forensics, vol 4, n° 3, 2012.
, «Fingerprint silicon replicas: static and dynamic features for vitality detection using an optical capture device», International Journal of Image and Graphics, vol 8, pagg 495-512, 2008.
, «Fingerprint verification by fusion of optical and capacitive sensors», Pattern Recognition Letters, vol 25, pagg 1315-1322, 2004.
, «F-Measure Curves: A Tool to Visualize Classifier Performance Under Imbalance», Pattern Recognition, vol 100, pag 107146, 2020. (3.15 MB)
(3.15 MB), «Fusion of appearance-based face recognition algorithms», Pattern Analysis and Applications, vol 7, pagg 151-163, 2004.
, «Fusion of Multiple Classifiers», 2002.
, «Fusion of multiple classifiers for intrusion detection in computer networks», Pattern Recognition Letters, vol 24, pagg 1795-1803, 2003.
