Fabio Roli

Chang-Tsun Li, Gian Luca Marcialis, Fabio Roli, 2013, 2013 IEEE Sixth International Conference on Biometrics: Theory, Applications and Systems (BTAS).

Evade Hard Multiple Classifier Systems

Fabio Roli, Giorgio Fumera, Battista Biggio, 2009, Applications of Supervised and Unsupervised Ensemble Methods.

Land-cover classification in remote-sensing images using structured neural networks

Sebastiano B. Serpico, Fabio Roli, F. Roli, 1995 .

Intrusion detection in computer networks by multiple classifier systems

Fabio Roli, Giorgio Giacinto, 2002, Object recognition supported by user interaction for service robots.

Serial fusion of multi-modal biometric systems

Gian Luca Marcialis, Fabio Roli, Paolo Mastinu, 2010, 2010 IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications.

Appearance-based people recognition by local dissimilarity representations

Fabio Roli, Giorgio Fumera, Riccardo Satta, 2012, MM&Sec '12.

A Fingerprint Forensic Tool for Criminal Investigations

Gian Luca Marcialis, Fabio Roli, Pietro Coli, 2010, Handbook of Research on Computational Forensics, Digital Crime, and Investigation.

Pattern Recognition Systems under Attack

Fabio Roli, Giorgio Fumera, Battista Biggio, 2013, CIARP.

Image Spam Filtering by Content Obscuring Detection

Fabio Roli, Giorgio Fumera, Battista Biggio, 2007, CEAS.

A study on the performances of dynamic classifier selection based on local accuracy estimation

Gian Luca Marcialis, Fabio Roli, Luca Didaci, 2005, Pattern Recognit..

Multiple Classifier Systems, 8th International Workshop, MCS 2009, Reykjavik, Iceland, June 10-12, 2009. Proceedings

Jon Atli Benediktsson, Josef Kittler, Fabio Roli, 2009, MCS.

Dynamic Score Combination: A Supervised and Unsupervised Score Combination Method

Fabio Roli, Roberto Tronci, Giorgio Giacinto, 2009, MLDM.

Multiple classifier systems : second International Workshop, MCS 2001, Cambridge, UK, July 2-4, 2001 : proceedings

Josef Kittler, Fabio Roli, 2001 .

Multi-stage ranking approach for fast person re-identification

Fabio Roli, Giorgio Fumera, 2018, IET Comput. Vis..

Fingerprint Liveness Detection using Binarized Statistical Image Features

Abdenour Hadid, Gian Luca Marcialis, Fabio Roli, 2013, 2013 IEEE Sixth International Conference on Biometrics: Theory, Applications and Systems (BTAS).

CompactNet: learning a compact space for face presentation attack detection

Xiaoyue Jiang, Fabio Roli, Lei Li, 2020, Neurocomputing.

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

Fabio Roli, Marco Melis, Konrad Rieck, 2017, IEEE Transactions on Dependable and Secure Computing.

A Two-Stage Classifier with Reject Option for Text Categorisation

Fabio Roli, Giorgio Fumera, Ignazio Pillai, 2004, SSPR/SPR.

Performance Analysis and Comparison of Linear Combiners for Classifier Fusion

Fabio Roli, Giorgio Fumera, G. Fumera, 2002, SSPR/SPR.

Wild Patterns: Ten Years After the Rise of Adversarial Machine Learning

Fabio Roli, Battista Biggio, F. Roli, 2017, Pattern Recognit..

Image spam filtering by detection of adversarial obfuscated text

Fabio Roli, Giorgio Fumera, Battista Biggio, 2007, NIPS 2007.

DEICTIC: A compositional and declarative gesture description based on hidden markov models

Fabio Roli, Giorgio Fumera, Alessandro Carcangiu, 2019, Int. J. Hum. Comput. Stud..

A Theoretical Analysis of Bagging as a Linear Combination of Classifiers

Fabio Roli, Giorgio Fumera, Alessandra Serrau, 2008, IEEE Transactions on Pattern Analysis and Machine Intelligence.

A hybrid system for two-dimensional image recognition

Sebastiano B. Serpico, Fabio Roli, Gianni Vernazza, 1996 .

Functionality-Preserving Black-Box Optimization of Adversarial Windows Malware

Fabio Roli, Alessandro Armando, Battista Biggio, 2020, IEEE Transactions on Information Forensics and Security.

An experimental comparison of neural and statistical non-parametric algorithms for supervised classification of remote-sensing images

Lorenzo Bruzzone, Sebastiano B. Serpico, Fabio Roli, 1996, Pattern Recognit. Lett..

Multiple Classifier Systems

Fabio Roli, F. Roli, J. Benediktsson, 2015, Lecture Notes in Computer Science.

Territorial analysis by fusion of LANDSAT and SAR data

Sebastiano B. Serpico, Fabio Roli, Gianni Vernazza, 1991, Defense, Security, and Sensing.

Multiple Classifier Systems, 9th International Workshop, MCS 2010, Cairo, Egypt, April 7-9, 2010. Proceedings

Fabio Roli, Josef Kittler, Neamat Farouk El Gayar, 2010, MCS.

Fingerprint Verification by Decision-Level Fusion of Optical and Capacitive Sensors

Gian Luca Marcialis, Fabio Roli, 2004, ECCV Workshop BioAW.

Face Presentation Attack Detection in Learned Color-liked Space pdf

Xiaoyue Jiang, Abdenour Hadid, Fabio Roli, 2018, ArXiv.

A survey and experimental evaluation of image spam filtering techniques

Fabio Roli, Giorgio Fumera, Battista Biggio, 2011, Pattern Recognit. Lett..

Multisensor Image Recognition by Neural Networks with Understandable Behavior

Fabio Roli, F. Roli, 1996, Int. J. Pattern Recognit. Artif. Intell..

Are spoofs from latent fingerprints a real threat for the best state-of-art liveness detectors? pdf

Gian Luca Marcialis, Fabio Roli, Xiaoyi Feng, 2020, ArXiv.

Challenges and Research Directions for Adaptive Biometric Recognition Systems

Josef Kittler, Fabio Roli, Norman Poh, 2009, ICB.

Support Vector Machines with Embedded Reject Option

Fabio Roli, Giorgio Fumera, G. Fumera, 2002, SVM.

Infinity-Norm Support Vector Machines Against Adversarial Label Contamination

Fabio Roli, Giorgio Fumera, Giorgio Giacinto, 2017, ITASEC.

An Experimental Comparison of Fingerprint Classification Methods Using Graphs

Gian Luca Marcialis, Fabio Roli, Horst Bunke, 2005, GbRPR.

Analysis of error-reject trade-off in linearly combined multiple classifiers

Fabio Roli, Giorgio Fumera, G. Fumera, 2004, Pattern Recognit..

Multiple Classifiers Systems (MCS07)

Josef Kittler, Fabio Roli, Michal Haindl, 2007 .

Fabio Roli, Giorgio Giacinto, F. Roli, 2003, MLDM.

Neural shape codes for 3D model retrieval

Fabio Roli, Wenyu Liu, Song Bai, 2015, Pattern Recognit. Lett..

Multiple Classifier Systems

J. van Leeuwen, Jan van Leeuwen, Fabio Roli, 2001, Lecture Notes in Computer Science.

Support vector machines under adversarial label contamination

Claudia Eckert, Fabio Roli, Blaine Nelson, 2015, Neurocomputing.

Score-level fusion of fingerprint and face matchers for personal verification under "stress" conditions

Gian Luca Marcialis, Fabio Roli, F. Roli, 2007, 14th International Conference on Image Analysis and Processing (ICIAP 2007).

Personal identity verification by serial fusion of fingerprint and face matchers

Fabio Roli, Luca Didaci, Gian Luca Marcialis, 2009, Pattern Recognit..

Crack Detection by a Measure of Texture Anisotropy

Lorenzo Bruzzone, Sebastiano B. Serpico, Fabio Roli, 1995, ICIAP.

Proceedings of the 6th international conference on Multiple Classifier Systems

Josef Kittler, Fabio Roli, Robi Polikar, 2005 .

Fusion of multiple clues for photo-attack detection in face recognition systems

Fabio Roli, Roberto Tronci, Gabriele Murgia, 2011, 2011 International Joint Conference on Biometrics (IJCB).

Poisoning attacks to compromise face templates

Fabio Roli, Luca Didaci, Giorgio Fumera, 2013, 2013 International Conference on Biometrics (ICB).

Application of neural networks and statistical pattern recognition algorithms to earthquake risk evaluation

Fabio Roli, Giorgio Giacinto, R. Paolucci, 1997, Pattern Recognit. Lett..

Fusion of Statistical and Structural Fingerprint Classifiers

Gian Luca Marcialis, Fabio Roli, Alessandra Serrau, 2003, AVBPA.

IAPR Technical Committees

Fabio Roli, Mario Vento, Pierre Devijver, 2006, ICPR.

A Classification Approach with a Reject Option for Multi-label Problems

Fabio Roli, Giorgio Fumera, Ignazio Pillai, 2011, ICIAP.

Multiple classifier systems for robust classifier design in adversarial environments

Fabio Roli, Giorgio Fumera, Battista Biggio, 2010, Int. J. Mach. Learn. Cybern..

A (Cyber)ROAD to the Future: A Methodology for Building Cybersecurity Research Roadmaps

Fabio Roli, Luca Didaci, Giorgio Fumera, 2016 .

Multiple Classifier Systems

Josef Kittler, Gerhard Goos, Juris Hartmanis, 2004, Lecture Notes in Computer Science.

Learning and Classification of Suspicious Events for Advanced Visual-Based Surveillance

Fabio Roli, Gian Luca Foresti, F. Roli, 2000 .

Editorial

Fabio Roli, Josef Kittler, F. Roli, 2004, International journal of pattern recognition and artificial intelligence.

A note on core research issues for statistical pattern recognition

Fabio Roli, Robert P. W. Duin, Dick de Ridder, 2002, Pattern Recognit. Lett..

Competition on counter measures to 2-D facial spoofing attacks

Matti Pietikäinen, Sébastien Marcel, Fabio Roli, 2011, 2011 International Joint Conference on Biometrics (IJCB).

Context-Sensitive Self-Updating for Adaptive Face Recognition

Robert Sabourin, Eric Granger, Fabio Roli, 2015 .

The Promise of Hybrid PET\/MRI: Technical advances and clinical applications

Fabio Roli, Luca Didaci, Giorgio Fumera, 2016, IEEE Signal Processing Magazine.

Multimodal Person Reidentification Using RGB-D Cameras

Fabio Roli, Giorgio Fumera, Riccardo Satta, 2016, IEEE Transactions on Circuits and Systems for Video Technology.

Machine Learning Methods for Computer Security (Dagstuhl Perspectives Workshop 12371)

Fabio Roli, Blaine Nelson, J. Doug Tygar, 2012, Dagstuhl Manifestos.

LivDet 2011 — Fingerprint liveness detection competition 2011

Gian Luca Marcialis, Fabio Roli, Stephanie Schuckers, 2012, 2012 5th IAPR International Conference on Biometrics (ICB).

Adversarial Pattern Recognition

Fabio Roli, F. Roli, 2016, International Conference on Pattern Recognition Applications and Methods.

Ensemble Learning in Linearly Combined Classifiers Via Negative Correlation

Gavin Brown, Fabio Roli, Giorgio Fumera, 2007, MCS.

Face anti-spoofing via hybrid convolutional neural network

Xiaoyue Jiang, Fabio Roli, Lei Li, 2017, 2017 International Conference on the Frontiers and Advances in Data Science (FADS).

Why template self-update should work in biometric authentication systems?

Eric Granger, Gian Luca Marcialis, Fabio Roli, 2012, 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA).

Adversarial Biometric Recognition : A review on biometric system security from the adversarial machine-learning perspective

Fabio Roli, Luca Didaci, Giorgio Fumera, 2015, IEEE Signal Processing Magazine.

Online and Offline Fingerprint Template Update Using Minutiae: An Experimental Comparison

Gian Luca Marcialis, Fabio Roli, Biagio Freni, 2008, AMDO.

Counter-forensics in machine learning based forgery detection

Luisa Verdoliva, Fabio Roli, Giovanni Poggi, 2015, Electronic Imaging.

Structured neural networks for signal classification

Lorenzo Bruzzone, Sebastiano B. Serpico, Fabio Roli, 1998, Signal Process..

Perceptron-based Fusion of Multiple Fingerprint Matchers

Gian Luca Marcialis, Fabio Roli, 2003 .

Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables

Claudia Eckert, Fabio Roli, Giorgio Giacinto, 2018, 2018 26th European Signal Processing Conference (EUSIPCO).

Support vector machines for remote sensing image classification

Fabio Roli, Giorgio Fumera, G. Fumera, 2001, SPIE Remote Sensing.

3D Face Mask Presentation Attack Detection Based on Intrinsic Image Analysis pdf

Xiaoyue Jiang, Fabio Roli, Lei Li, 2019, IET Biom..

Selection of Classifiers Based on Multiple Classifier Behaviour

Fabio Roli, Giorgio Fumera, Giorgio Giacinto, 2000, SSPR/SPR.

LivDet 2015 fingerprint liveness detection competition 2015

Gian Luca Marcialis, Fabio Roli, Stephanie Schuckers, 2015, 2015 IEEE 7th International Conference on Biometrics Theory, Applications and Systems (BTAS).

A Modular Multiple Classifier System for the Detection of Intrusions in Computer Networks

Fabio Roli, Luca Didaci, Giorgio Giacinto, 2003, Multiple Classifier Systems.

Statistical and neural classifiers: an integrated approach to design (Advances in Pattern Recognition Series). By S.Raudys

Fabio Roli, F. Roli, 2004, Pattern Analysis and Applications.

Threshold optimisation for multi-label classifiers

Fabio Roli, Giorgio Fumera, Ignazio Pillai, 2013, Pattern Recognit..

Explaining Black-box Android Malware Detection

Fabio Roli, Marco Melis, Giorgio Giacinto, 2018, 2018 26th European Signal Processing Conference (EUSIPCO).

Evasion Attacks against Machine Learning at Test Time pdf

Fabio Roli, Blaine Nelson, Giorgio Giacinto, 2013, ECML/PKDD.

Supervised Learning of Descriptions for Image Recognition Purposes

Sebastiano B. Serpico, Fabio Roli, Gianni Vernazza, 1994, IEEE Trans. Pattern Anal. Mach. Intell..

Dynamic Classifier Selection

Fabio Roli, Giorgio Giacinto, F. Roli, 2000, Multiple Classifier Systems.

Detection of land cover changes by compound classification of multitemporal images

Lorenzo Bruzzone, Sebastiano B. Serpico, Fabio Roli, 1995, Remote Sensing.

Fast person re-identification based on dissimilarity representations

Fabio Roli, Giorgio Fumera, Riccardo Satta, 2012, Pattern Recognit. Lett..

Adaptive Biometric Systems That Can Improve with Use

Gian Luca Marcialis, Fabio Roli, Luca Didaci, 2008 .

Gesture Modelling and Recognition by Integrating Declarative Models and Pattern Recognition Algorithms

Fabio Roli, Giorgio Fumera, Alessandro Carcangiu, 2017, ICIAP.

Selection of Experts for the Design of Multiple Biometric Systems

Fabio Roli, Roberto Tronci, Giorgio Giacinto, 2007, MLDM.

Real-time Appearance-based Person Re-identification Over Multiple KinectTM Cameras

Fabio Roli, Giorgio Fumera, Riccardo Satta, 2013, VISAPP.

Security of Pattern recognition in adversarial environments

Fabio Roli, Giorgio Fumera, Battista Biggio, 2012 .

Multiple Classifier Systems for Adversarial Classification Tasks

Fabio Roli, Giorgio Fumera, Battista Biggio, 2009, MCS.

Intrusion Detection Systems based on anomaly detection techniques

Fabio Roli, Giorgio Giacinto, Davide Ariu, 2007 .

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

Fabio Roli, Marco Melis, Cristina Nita-Rotaru, 2018, USENIX Security Symposium.

A novel method for head pose estimation based on the “Vitruvian Man”

Gian Luca Marcialis, Fabio Roli, Gianluca Fadda, 2014, Int. J. Mach. Learn. Cybern..

Classifier Selection Approaches for Multi-label Problems

Fabio Roli, Giorgio Fumera, Ignazio Pillai, 2011, MCS.

Attacking the triangle test in sensor-based camera identification

Davide Cozzolino, Luisa Verdoliva, Fabio Roli, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Training SpamAssassin with Active Semi-supervised Learning

Zhi-Hua Zhou, Fabio Roli, Jun-Ming Xu, 2009, CEAS 2009.

Fingerprint Classification by Combination of Flat and Structural Approaches

Gian Luca Marcialis, Fabio Roli, Paolo Frasconi, 2001, AVBPA.

Decision Level Fusion of Intramodal Personal Identity Verification Experts

Luc Vandendorpe, Josef Kittler, Fabio Roli, 2002, Multiple Classifier Systems.

Exploiting the Golden Ratio on Human Faces for Head-Pose Estimation

Gian Luca Marcialis, Fabio Roli, Luca Ghiani, 2013, ICIAP.

Enhancing the performance of personal identity authentication systems by fusion of face verification experts

Luc Vandendorpe, Josef Kittler, Fabio Roli, 2002, Proceedings. IEEE International Conference on Multimedia and Expo.

Adaptive Multibiometric Systems: Conceptual Representation and Performance Evaluation Over Time

Gian Luca Marcialis, Fabio Roli, Ajita Rattani, 2012 .

Statistical Meta-Analysis of Presentation Attacks for Secure Multibiometric Systems

Gian Luca Marcialis, Fabio Roli, Giorgio Fumera, 2016, IEEE Transactions on Pattern Analysis and Machine Intelligence.

People Search with Textual Queries About Clothing Appearance Attributes

Fabio Roli, Giorgio Fumera, Riccardo Satta, 2014, Person Re-Identification.

Fingerprint silicon Replicas: Static and Dynamic Features for Vitality Detection Using an Optical Capture Device

Gian Luca Marcialis, Fabio Roli, Pietro Coli, 2008, Int. J. Image Graph..

On Security and Sparsity of Linear Classifiers for Adversarial Settings pdf

Fabio Roli, Giorgio Fumera, Battista Biggio, 2016, S+SSPR.

A multi-modal dataset, protocol and tools for adaptive biometric systems: a benchmarking study

Gian Luca Marcialis, Fabio Roli, Ajita Rattani, 2013, Int. J. Biom..

Automatic Design of Multiple Classifier Systems by Unsupervised Learning

Fabio Roli, Giorgio Giacinto, 1999, MLDM.

EVADING SPAMASSASSIN WITH OBFUSCATED TEXT IMAGES

Fabio Roli, Giorgio Fumera, Battista Biggio, 2007 .

Deepsquatting: Learning-Based Typosquatting Detection at Deeper Domain Levels

Fabio Roli, Giorgio Giacinto, Luca Piras, 2017, AI*IA.

Index Driven Combination of Multiple Biometric Experts for AUC Maximisation

Fabio Roli, Roberto Tronci, Giorgio Giacinto, 2007, MCS.

Analysis of Linear and Order Statistics Combiners for Fusion of Imbalanced Classifiers

Fabio Roli, Giorgio Fumera, G. Fumera, 2002, Multiple Classifier Systems.

Fingerprint Liveness Detection Based on Fake Finger Characteristics

Gian Luca Marcialis, Fabio Roli, Pietro Coli, 2012, Int. J. Digit. Crime Forensics.

A comparison of adaptive appearance methods for tracking faces in video surveillance

Robert Sabourin, Eric Granger, Gian Luca Marcialis, 2013, ICDP.

Fusion of appearance-based face recognition algorithms

Gian Luca Marcialis, Fabio Roli, F. Roli, 2004, Pattern Analysis and Applications.

Information fusion in computer security

Fabio Roli, Carlo Sansone, Giorgio Giacinto, 2009, Inf. Fusion.

Multiple Classifier Systems

J. van Leeuwen, Jan van Leeuwen, Fabio Roli, 2003, Lecture Notes in Computer Science.

Network of modified 1-NN and fuzzy k-NN classifiers in application to remote sensing image recognition

Fabio Roli, Adam Jozwik, Sebastiano B. Serpico, 1994, Remote Sensing.

2020 Cybercrime Economic Costs: No Measure No Solution

Fabio Roli, Giorgio Giacinto, Davide Ariu, 2015, 2015 10th International Conference on Availability, Reliability and Security.

A Theoretical and Experimental Analysis of Template Co-update in Biometric Verification Systems

Gian Luca Marcialis, Fabio Roli, Luca Didaci, 2008, SSPR/SPR.

Adaptive ensembles for face recognition in changing video surveillance environments

Robert Sabourin, Christophe C. Pagano, Eric Granger, 2014, Inf. Sci..

Automatic acquisition of visual models for image recognition

Sebastiano B. Serpico, Fabio Roli, P. Pellegretti, 1992, [1992] Proceedings. 11th IAPR International Conference on Pattern Recognition.

On Reducing the Effect of Covariate Factors in Gait Recognition: A Classifier Ensemble Method

Chang-Tsun Li, Fabio Roli, Yu Guan, 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Video Face Recognition From A Single Still Image Using an Adaptive Appearance Model Tracker

Robert Sabourin, Eric Granger, Gian Luca Marcialis, 2015, 2015 IEEE Symposium Series on Computational Intelligence.

An experimental investigation on self adaptive facial recognition algorithms using a long time span data set

Gian Luca Marcialis, Fabio Roli, Giulia Orrù, 2018, 2018 Eighth International Conference on Image Processing Theory, Tools and Applications (IPTA).

Information fusion for computer security: State of the art and open issues

Fabio Roli, Carlo Sansone, Giorgio Giacinto, 2009, Inf. Fusion.

Dynamics of Variance Reduction in Bagging and Other Techniques Based on Randomisation

Fabio Roli, Giorgio Fumera, Alessandra Serrau, 2005, Multiple Classifier Systems.

Security Evaluation of Pattern Classifiers under Attack

Fabio Roli, Giorgio Fumera, Battista Biggio, 2014, IEEE Transactions on Knowledge and Data Engineering.

Fingerprint verification by fusion of optical and capacitive sensors

Gian Luca Marcialis, Fabio Roli, F. Roli, 2004, Pattern Recognit. Lett..

Poisoning Complete-Linkage Hierarchical Clustering

Fabio Roli, Marcello Pelillo, Samuel Rota Bulò, 2014, S+SSPR.

A General Method for Appearance-Based People Search Based on Textual Queries

Fabio Roli, Giorgio Fumera, Riccardo Satta, 2012, ECCV Workshops.

Methods for dynamic classifier selection

Fabio Roli, Giorgio Giacinto, F. Roli, 1999, Proceedings 10th International Conference on Image Analysis and Processing.

Diversity in Classifier Ensembles: Fertile Concept or Dead End?

Fabio Roli, Luca Didaci, Giorgio Fumera, 2013, MCS.

Adaptive Biometric Systems

Eric Granger, Fabio Roli, Ajita Rattani, 2015, Advances in Computer Vision and Pattern Recognition.

Adaptive Query Shifting for Content-Based Image Retrieval

Fabio Roli, Giorgio Fumera, Giorgio Giacinto, 2001, MLDM.

Capturing large intra-class variations of biometric data by template co-updating

Gian Luca Marcialis, Fabio Roli, Ajita Rattani, 2008, 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops.

Classification of multisensor remote-sensing images by multiple structured neural networks

Lorenzo Bruzzone, Sebastiano B. Serpico, Fabio Roli, 1996, Proceedings of 13th International Conference on Pattern Recognition.

CyberROAD: Developing a Roadmap for Research in Cybercrime and Cyberterrorism

Olga E. Segou, Fabio Roli, Peter Kieseberg, 2015, ERCIM News.

An experimental analysis of the use of grey level co-occurrence statistics for SAR-image classification

Lorenzo Bruzzone, Fabio Roli, P. Pellegretti, 1995, 1995 International Geoscience and Remote Sensing Symposium, IGARSS '95. Quantitative Remote Sensing for Science and Applications.

Fusion of multiple fingerprint matchers by single-layer perceptron with class-separation loss function

Gian Luca Marcialis, Fabio Roli, F. Roli, 2005, Pattern Recognit. Lett..

A technique for defining the architecture and weights of a neural image classifier

Sebastiano B. Serpico, Fabio Roli, Gianni Vernazza, 1992, [Proceedings] ICASSP-92: 1992 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Robustness of multi-modal biometric verification systems under realistic spoofing attacks

Gian Luca Marcialis, Fabio Roli, Giorgio Fumera, 2011, 2011 International Joint Conference on Biometrics (IJCB).

Structured neural networks for signal classification

Lorenzo Bruzzone, Sebastiano B. Serpico, Fabio Roli, 1998, Signal Process..

Analysis of unsupervised template update in biometric recognition systems

Gian Luca Marcialis, Fabio Roli, Luca Didaci, 2014, Pattern Recognit. Lett..

Fusion of LDA and PCA for Face Verification

Gian Luca Marcialis, Fabio Roli, F. Roli, 2002, Biometric Authentication.

Modelling FRR of Biometric Verification Systems Using the Template Co-update Algorithm

Gian Luca Marcialis, Fabio Roli, Luca Didaci, 2009, ICB.

An Experimental Analysis of the Relationship between Biometric Template Update and the Doddington's Zoo: A Case Study in Face Verification

Gian Luca Marcialis, Fabio Roli, Ajita Rattani, 2009, ICIAP.

Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshops, SSPR 2006 and SPR 2006, Hong Kong, China, August 17-19, ... (Lecture Notes in Computer Science)

Dit-Yan Yeung, Fabio Roli, James T. Kwok, 2006 .

Fixed and trained combiners for fusion of imbalanced pattern classifiers

Josef Kittler, Fabio Roli, Giorgio Fumera, 2002, Proceedings of the Fifth International Conference on Information Fusion. FUSION 2002. (IEEE Cat.No.02EX5997).

Spam Filtering Based On The Analysis Of Text Information Embedded Into Images

Fabio Roli, Giorgio Fumera, Ignazio Pillai, 2006, J. Mach. Learn. Res..

Classification of multispectral remote-sensing images by neural networks

Lorenzo Bruzzone, Sebastiano B. Serpico, Fabio Roli, 1996, 1996 8th European Signal Processing Conference (EUSIPCO 1996).

Biometric Template Update: An Experimental Investigation on the Relationship between Update Errors and Performance Degradation in Face Verification

Gian Luca Marcialis, Fabio Roli, Ajita Rattani, 2008, SSPR/SPR.

DeltaPhish: Detecting Phishing Webpages in Compromised Websites pdf

Fabio Roli, Luca Piras, Battista Biggio, 2017, ESORICS.

An extension of the Jeffreys-Matusita distance to multiclass cases for feature selection

Lorenzo Bruzzone, Sebastiano B. Serpico, Fabio Roli, 1995, IEEE Trans. Geosci. Remote. Sens..

Design of effective neural network ensembles for image classification purposes

Fabio Roli, Giorgio Giacinto, F. Roli, 2001, Image Vis. Comput..

Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition

Fabio Roli, Georgios C. Anagnostopoulos, Michael Georgiopoulos, 2002 .

A theoretical and experimental analysis of linear combiners for multiple classifier systems

Fabio Roli, Giorgio Fumera, G. Fumera, 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.

A method for error rejection in multiple classifier systems

Fabio Roli, Giorgio Fumera, Gianni Vernazza, 2001, Proceedings 11th International Conference on Image Analysis and Processing.

Sparse support faces

Fabio Roli, Marco Melis, Giorgio Fumera, 2015, 2015 International Conference on Biometrics (ICB).

Adaptive Selection of Image Classifiers

Fabio Roli, Giorgio Giacinto, F. Roli, 1997, ICIAP.

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

Fabio Roli, Alessandro Armando, Battista Biggio, 2020, ArXiv.

Super-Sparse Regression for Fast Age Estimation from Faces at Test Time

Fabio Roli, Giorgio Fumera, Battista Biggio, 2015, ICIAP.

Explaining Vulnerabilities of Deep Learning to Adversarial Malware Binaries pdf

Fabio Roli, Alessandro Armando, Battista Biggio, 2019, ITASEC.

Semi-supervised PCA-Based Face Recognition Using Self-training

Gian Luca Marcialis, Fabio Roli, F. Roli, 2006, SSPR/SPR.

Neural networks for classification of remotely sensed images

Sebastiano B. Serpico, Fabio Roli, Gianni Vernazza, 1996 .

Generation and optimization of certainty factors for remote-sensing image classification

Sebastiano B. Serpico, Fabio Roli, Gianni Vernazza, 1993 .

Fusion of Face Recognition Algorithms for Video-Based Surveillance Systems

Gian Luca Marcialis, Fabio Roli, F. Roli, 2003 .

Robustness Evaluation of Biometric Systems under Spoof Attacks

Gian Luca Marcialis, Fabio Roli, Giorgio Fumera, 2011, ICIAP.

Editorial of the Special Issue on Multi-instance Learning in Pattern Recognition and Vision

Jianxin Wu, Zhi-Hua Zhou, Fabio Roli, 2017, Pattern Recognit..

Design of robust classifiers for adversarial environments

Fabio Roli, Giorgio Fumera, Battista Biggio, 2011, 2011 IEEE International Conference on Systems, Man, and Cybernetics.

Pattern Recognition and Information Fusion for Ambient and Computer Network Security

Fabio Roli, Luca Didaci, Giorgio Giacinto, 2004 .

Linear Combiners for Classifier Fusion: Some Theoretical and Experimental Results

Fabio Roli, Giorgio Fumera, G. Fumera, 2003, Multiple Classifier Systems.

Analysis and Selection of Features for the Fingerprint Vitality Detection

Gian Luca Marcialis, Fabio Roli, Pietro Coli, 2006, SSPR/SPR.

Randomized Prediction Games for Adversarial Machine Learning

Fabio Roli, Marcello Pelillo, Battista Biggio, 2016, IEEE Transactions on Neural Networks and Learning Systems.

Combination of Experts by Classifiers in Similarity Score Spaces

Fabio Roli, Roberto Tronci, Giorgio Giacinto, 2008, SSPR/SPR.

Multimodal Anti-spoofing in Biometric Recognition Systems

Gian Luca Marcialis, Fabio Roli, Stephanie Schuckers, 2014, Handbook of Biometric Anti-Spoofing.

Dynamic Linear Combination of Two-Class Classifiers

Fabio Roli, Roberto Tronci, Giorgio Giacinto, 2010, SSPR/SPR.

Multibiometrics for Human Identification: Adaptive Multibiometric Systems

Gian Luca Marcialis, Fabio Roli, Luca Didaci, 2011 .

Classification with reject option in text categorisation systems

Fabio Roli, Giorgio Fumera, Ignazio Pillai, 2003, 12th International Conference on Image Analysis and Processing, 2003.Proceedings..

Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshops, SSPR 2006 and SPR 2006, Hong Kong, China, August 17-19, 2006, Proceedings

Dit-Yan Yeung, Fabio Roli, James T. Kwok, 2006, SSPR/SPR.

Instance-Based Relevance Feedback for Image Retrieval

Fabio Roli, Giorgio Giacinto, F. Roli, 2004, NIPS.

Is Deep Learning Safe for Robot Vision? Adversarial Examples Against the iCub Humanoid

Gavin Brown, Fabio Roli, Marco Melis, 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).

Review of the Fingerprint Liveness Detection (LivDet) competition series: 2009 to 2015 pdf

Gian Luca Marcialis, Fabio Roli, Stephanie Schuckers, 2016, Image Vis. Comput..

Adversarial Pattern Classification Using Multiple Classifiers and Randomisation

Fabio Roli, Giorgio Fumera, Battista Biggio, 2008, SSPR/SPR.

An experimental comparison of neural networks for the classification of multisensor remote-sensing images

Lorenzo Bruzzone, Sebastiano B. Serpico, Fabio Roli, 1995, 1995 International Geoscience and Remote Sensing Symposium, IGARSS '95. Quantitative Remote Sensing for Science and Applications.

Vitality Detection from Fingerprint Images: A Critical Survey

Gian Luca Marcialis, Fabio Roli, Pietro Coli, 2007, ICB.

Multimodal fingerprint verification by score-level fusion: An experimental investigation

Gian Luca Marcialis, Fabio Roli, Luca Didaci, 2013, J. Intell. Fuzzy Syst..

Combining flat and structured representations for fingerprint classification with recursive neural networks and support vector machines

Yuan Yao, Gian Luca Marcialis, Fabio Roli, 2003, Pattern Recognit..

Comparison and combination of adaptive query shifting and feature relevance learning for content-based image retrieval

Fabio Roli, Giorgio Fumera, Giorgio Giacinto, 2001, Proceedings 11th International Conference on Image Analysis and Processing.

Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshop, SSPR & SPR 2008, Orlando, USA, December 4-6, 2008. Proceedings ... Vision, Pattern Recognition, and Graphics)

Fabio Roli, Georgios C. Anagnostopoulos, James T. Kwok, 2008 .

PharmaGuard: Automatic identification of illegal search-indexed online pharmacies

Fabio Roli, Michael Lund, Giorgio Giacinto, 2015, 2015 IEEE 2nd International Conference on Cybernetics (CYBCONF).

Bayesian Linear Combination of Neural Networks

Fabio Roli, Giorgio Fumera, Battista Biggio, 2009, Innovations in Neural Information Paradigms and Applications.

Maximum A-Posteriori Estimation

Arun Ross, Fabio Roli, Farzin Deravi, 2009, Encyclopedia of Biometrics.

Decision-level Fusion of Pca and Lda-based Face Recognition Algorithms

Gian Luca Marcialis, Fabio Roli, F. Roli, 2006, Int. J. Image Graph..

Multiple Classifier Systems: First International Workshop, MCS 2000 Cagliari, Italy, June 21-23, 2000 Proceedings

Josef Kittler, Fabio Roli, F. Roli, 2000 .

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

Fabio Roli, Alessandro Armando, Scott E. Coull, 2020, ArXiv.

Using Co-training and Self-training in Semi-supervised Multiple Classifier Systems

Fabio Roli, Luca Didaci, F. Roli, 2006, SSPR/SPR.

Towards Adversarial Configurations for Software Product Lines pdf

Jean-Marc Jézéquel, Mathieu Acher, Fabio Roli, 2018, ArXiv.

Multiple Classifier Systems

J. van Leeuwen, Josef Kittler, Jan van Leeuwen, 2002, Lecture Notes in Computer Science.

Towards Quality Assurance of Software Product Lines with Adversarial Configurations

Jean-Marc Jézéquel, Mathieu Acher, Fabio Roli, 2019, SPLC.

Group-specific face verification using soft biometrics

Gian Luca Marcialis, Fabio Roli, Daniele Muntoni, 2009, J. Vis. Lang. Comput..

Bayesian Analysis of Linear Combiners

Fabio Roli, Giorgio Fumera, Battista Biggio, 2007, MCS.

Video Biometric Surveillance and Forensic Image Analysis

Gian Luca Marcialis, Fabio Roli, Pietro Coli, 2008 .

Semi-supervised Multiple Classifier Systems: Background and Research Directions

Fabio Roli, 2005, Multiple Classifier Systems.

Poisoning behavioral malware clustering pdf

Fabio Roli, Konrad Rieck, Giorgio Giacinto, 2014, AISec '14.

Template Update Methods in Adaptive Biometric Systems: A Critical Review

Gian Luca Marcialis, Fabio Roli, Ajita Rattani, 2009, ICB.

Experimental results on the feature-level fusion of multiple fingerprint liveness detection algorithms

Gian Luca Marcialis, Fabio Roli, Luca Ghiani, 2012, MM&Sec '12.

A theoretical framework for dynamic classifier selection

Fabio Roli, Giorgio Giacinto, 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

Structured neural networks for the classification of multisensor remote-sensing images

Sebastiano B. Serpico, Fabio Roli, P. Pellegretti, 1993, Proceedings of IGARSS '93 - IEEE International Geoscience and Remote Sensing Symposium.

Error Rejection in Linearly Combined Multiple Classifiers

Fabio Roli, Giorgio Fumera, G. Fumera, 2001, Multiple Classifier Systems.

Multi-label classification with a reject option

Fabio Roli, Giorgio Fumera, Ignazio Pillai, 2013, Pattern Recognit..

Template Selection by Editing Algorithms: A Case Study in Face Recognition

Gian Luca Marcialis, Fabio Roli, Biagio Freni, 2008, SSPR/SPR.

Fusion of Radio and Video Localization for People Tracking

Gian Luca Marcialis, Fabio Roli, Carlo Maria Medaglia, 2011, AmI.

Multiple Classifier Systems

Jon Atli Benediktsson, Josef Kittler, Fabio Roli, 2015, Lecture Notes in Computer Science.

Ensemble learning for Intrusion Detection in Computer Networks

Fabio Roli, Luca Didaci, Giorgio Giacinto, 2002 .

Neural networks for classification of multisensor remote-sensing images on intelligent terminals

Sebastiano B. Serpico, Fabio Roli, Gianni Vernazza, 1993 .

Fingerprint presentation attacks detection based on the user-specific effect

Gian Luca Marcialis, Fabio Roli, Luca Ghiani, 2017, 2017 IEEE International Joint Conference on Biometrics (IJCB).

First International Fingerprint Liveness Detection Competition - LivDet 2009

Gian Luca Marcialis, Fabio Roli, Stephanie Schuckers, 2009, ICIAP.

Experimental Results on Fusion of Multiple Fingerprint Matchers

Gian Luca Marcialis, Fabio Roli, 2003, AVBPA.

Learning sparse kernel machines with biometric similarity functions for identity recognition

Fabio Roli, Giorgio Fumera, Battista Biggio, 2012, 2012 IEEE Fifth International Conference on Biometrics: Theory, Applications and Systems (BTAS).

Machine Learning Methods for Computer Security (Dagstuhl Perspectives Workshop 12371)

Fabio Roli, Blaine Nelson, J. Doug Tygar, 2012, Dagstuhl Reports.

An Empirical Investigation on the Use of Diversity for Creation of Classifier Ensembles

Fabio Roli, Luca Didaci, Giorgio Fumera, 2015, MCS.

A parameter randomization approach for constructing classifier ensembles

Fabio Roli, Luca Didaci, Giorgio Fumera, 2017, Pattern Recognit..

Review of Fingerprint Presentation Attack Detection Competitions

Gian Luca Marcialis, Fabio Roli, Stephanie Schuckers, 2019, Handbook of Biometric Anti-Spoofing, 2nd Ed..

Multiple classifier systems : 4th International Workshop, MCS 2003, Guildford, UK, June 11-13, 2003 : proceedings

Fabio Roli, Terry Windeatt, 2003 .

Neurocomputation in Remote Sensing Data Analysis

Fabio Roli, Jim Austin, Ioannis Kanellopoulos, 1997, Springer Berlin Heidelberg.

Comparison and combination of statistical and Neural Network algorithms for remote-sensing image classification

Fabio Roli, Giorgio Giacinto, Gianni Vernazza, 1997 .

Exploiting Depth Information for Indoor-Outdoor Scene Classification

Fabio Roli, Giorgio Fumera, Ignazio Pillai, 2011, ICIAP.

Fast Image Classification with Reduced Multiclass Support Vector Machines

Fabio Roli, Marco Melis, Giorgio Fumera, 2015, ICIAP.

An Experimental Comparison of Classifier Fusion Rules for Multimodal Personal Identity Verification Systems

Josef Kittler, Fabio Roli, Giorgio Fumera, 2002, Multiple Classifier Systems.

The COMPARES Project: COnnectionist Methods for Preprocessing and Analysis of REmote Sensing Data

Fabio Roli, Jim Austin, Gianni Vernazza, 1997, ICIAP.

A dual-staged classification-selection approach for automated update of biometric templates

Eric Granger, Gian Luca Marcialis, Fabio Roli, 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).

Design of effective multiple classifier systems by clustering of classifiers

Fabio Roli, Giorgio Fumera, Giorgio Giacinto, 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

Fast appearance-based Person Re-Identification and Retrieval using Dissimilarity Representations

Fabio Roli, Giorgio Fumera, Riccardo Satta, 2012 .

Do Gradient-based Explanations Tell Anything About Adversarial Robustness to Android Malware? pdf

Fabio Roli, Marco Melis, Giorgio Giacinto, 2020, ArXiv.

Exploiting Dissimilarity Representations for Person Re-identification

Fabio Roli, Giorgio Fumera, Riccardo Satta, 2011, SIMBAD.

Adaptive appearance model tracking for still-to-video face recognition

Robert Sabourin, Eric Granger, Gian Luca Marcialis, 2016, Pattern Recognit..

Secure Kernel Machines against Evasion Attacks

Fabio Roli, Giorgio Fumera, Battista Biggio, 2016, AISec@CCS.

Bayesian relevance feedback for content-based image retrieval

Fabio Roli, Giorgio Giacinto, 2004, Pattern Recognit..

Lecture Notes in Computer Science: Preface

Fabio Roli, Robi Polikar, Josef Kittler, 2005 .

Security Evaluation of Support Vector Machines in Adversarial Environments pdf

Fabio Roli, Blaine Nelson, Benjamin I. P. Rubinstein, 2014, ArXiv.

Selection of image classifiers

Fabio Roli, Giorgio Giacinto, Giorgio Fumera, 2000 .

Multiple classifier systems : 5th International Workshop, MCS 2004, Cagliari, Italy, June 9-11, 2004 : proceedings

Fabio Roli, Josef Kittler, Terry Windeatt, 2004 .

Liveness detection competition 2009

Gian Luca Marcialis, Fabio Roli, 2009 .

Critical analysis of adaptive biometric systems

Fabio Roli, Norman Poh, Ajita Rattani, 2012, IET Biom..

Fusion of multiple classifiers for intrusion detection in computer networks

Fabio Roli, Luca Didaci, Giorgio Giacinto, 2003, Pattern Recognit. Lett..

Bagging Classifiers for Fighting Poisoning Attacks in Adversarial Classification Tasks

Fabio Roli, Giorgio Fumera, Giorgio Giacinto, 2011, MCS.

A Learning System For The Generation Of Conceptual Descriptions For Workpiece Recognition Purposes

Sebastiano B. Serpico, Silvana G. Dellepiane, Fabio Roli, 1988, Proceedings.14 Annual Conference of Industrial Electronics Society.

Robustness analysis of likelihood ratio score fusion rule for multimodal biometric systems under spoof attacks

Gian Luca Marcialis, Fabio Roli, Giorgio Fumera, 2011, 2011 Carnahan Conference on Security Technology.

Adaptive Classification for Person Re-identification Driven by Change Detection

Robert Sabourin, Christophe C. Pagano, Eric Granger, 2015, ICPRAM.

Infrared and visible image fusion using a shallow CNN and structural similarity constraint

Fabio Roli, Zhaoqiang Xia, Xiaoyi Feng, 2020, IET Image Process..

Condensed version of the k-NN rule for remote sensing images classification

Fabio Roli, Adam Jozwik, Sebastiano B. Serpico, 1995, Remote Sensing.

Template Co-update in Multimodal Biometric Systems

Gian Luca Marcialis, Fabio Roli, Luca Didaci, 2007, ICB.

Replacement Algorithms for Fingerprint Template Update

Gian Luca Marcialis, Fabio Roli, Biagio Freni, 2008, ICIAR.

Graph-Based and Structural Methods for Fingerprint Classification

Gian Luca Marcialis, Fabio Roli, Alessandra Serrau, 2007, Applied Graph Theory in Computer Vision and Pattern Recognition.

Designing multi-label classifiers that maximize F measures: State of the art

Fabio Roli, Giorgio Fumera, Ignazio Pillai, 2017, Pattern Recognit..

Biometric system adaptation by self-update and graph-based techniques

Gian Luca Marcialis, Fabio Roli, Ajita Rattani, 2013, J. Vis. Lang. Comput..

A Multiple Component Matching Framework for Person Re-identification

Fabio Roli, Vittorio Murino, Giorgio Fumera, 2011, ICIAP.

Pattern Recognition Systems under Attack: Design Issues and Research Challenges

Fabio Roli, Giorgio Fumera, Battista Biggio, 2014, Int. J. Pattern Recognit. Artif. Intell..

Analysis of Fingerprint Pores for Vitality Detection

Gian Luca Marcialis, Fabio Roli, Alessandra Tidu, 2010, 2010 20th International Conference on Pattern Recognition.

Power spectrum-based fingerprint vitality detection

Gian Luca Marcialis, Fabio Roli, Pietro Coli, 2007, 2007 IEEE Workshop on Automatic Identification Advanced Technologies.

Multiple Classifier Systems : 12th International Workshop, MCS 2015, Gunzburg, Germany, June 29 - July 1, 2015, Proceedings

Friedhelm Schwenker, Josef Kittler, Fabio Roli, 2015 .

Diversified Sensitivity-Based Undersampling for Imbalance Classification Problems

Daniel S. Yeung, Wing W. Y. Ng, Fabio Roli, 2015, IEEE Transactions on Cybernetics.

Estimating the Serial Combination's Performance from That of Individual Base Classifiers

Gian Luca Marcialis, Fabio Roli, Luca Didaci, 2013, ICIAP.

Security of pattern recognition systems in adversarial environments

Gian Luca Marcialis, Fabio Roli, Battista Biggio, 2012 .

A parallel network of modified 1-NN and k-NN classifiers - Application to remote-sensing image classification

Sebastiano B. Serpico, Fabio Roli, Adam Józwik, 1998, Pattern Recognit. Lett..

Ensembles of Neural Networks for Soft Classification of Remote Sensing Images

Fabio Roli, Giorgio Giacinto, F. Roli, 1997 .

Yet Another Cybersecurity Roadmapping Methodology

Fabio Roli, Luca Didaci, Giorgio Fumera, 2015, 2015 10th International Conference on Availability, Reliability and Security.

Machine learning in computer forensics (and the lessons learned from machine learning in computer security)

Fabio Roli, Giorgio Giacinto, Davide Ariu, 2011, AISec '11.

Multiple classifier systems : 7th International Workshop, MCS 2007, Prague, Czech Republic, May 23-25, 2007 : proceedings

Fabio Roli, F. Roli, J. Benediktsson, 2007 .

High Security Fingerprint Verification by Perceptron-Based Fusion of Multiple Matchers

Gian Luca Marcialis, Fabio Roli, 2004, Multiple Classifier Systems.

The 2nd competition on counter measures to 2D face spoofing attacks

Jukka Komulainen, Naser Damer, Arjan Kuijper, 2013, 2013 International Conference on Biometrics (ICB).

Score Selection Techniques for Fingerprint Multi-modal Biometric Authentication

Fabio Roli, Roberto Tronci, Giorgio Giacinto, 2005, ICIAP.

Designing multiple biometric systems: Measures of ensemble effectiveness

Fabio Roli, Roberto Tronci, Giorgio Giacinto, 2009, Eng. Appl. Artif. Intell..

An Experimental Comparison of Fixed and Trained Fusion Rules for Crisp Classifier Outputs

Gian Luca Marcialis, Fabio Roli, Sarunas Raudys, 2002, Multiple Classifier Systems.

Fingerprint liveness detection using local texture features

Abdenour Hadid, Gian Luca Marcialis, Fabio Roli, 2017, IET Biom..

Fingerprint liveness detection by local phase quantization

Gian Luca Marcialis, Fabio Roli, Luca Ghiani, 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).

Nearest-prototype relevance feedback for content based image retrieval

Fabio Roli, Giorgio Giacinto, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

McPAD and HMMWeb: two different approaches for the detection of attacks against Web applications

Fabio Roli, Giorgio Giacinto, Davide Ariu, 2008 .

F-measure optimisation in multi-label classifiers

Fabio Roli, Giorgio Fumera, Ignazio Pillai, 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).

Efficient adaptive face recognition systems based on capture conditions

Robert Sabourin, Christophe C. Pagano, Eric Granger, 2014, 2014 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management (CIBIM).

Wild Patterns: Ten Years After the Rise of Adversarial Machine Learning

Fabio Roli, Battista Biggio, F. Roli, 2018, CCS.

Combining flat and structured representations for fingerprint classification with recursive neural networks and support vector machines RID G-2944-2010

Gian Luca Marcialis, Fabio Roli, Paolo Frasconi, 2003 .

Improving change-detection accuracy by exploiting multispectral information

Lorenzo Bruzzone, Sebastiano B. Serpico, Fabio Roli, 1996, Remote Sensing.

The Behavior Knowledge Space Fusion Method: Analysis of Generalization Error and Strategies for Performance Improvement

Fabio Roli, Sarunas Raudys, 2003, Multiple Classifier Systems.

Dynamic score combination of binary experts

Fabio Roli, Roberto Tronci, Giorgio Giacinto, 2008, 2008 19th International Conference on Pattern Recognition.

Learning of Multilabel Classifiers

Fabio Roli, Giorgio Fumera, Ignazio Pillai, 2014, 2014 22nd International Conference on Pattern Recognition.

Reject option with multiple thresholds

Fabio Roli, Giorgio Fumera, Giorgio Giacinto, 2000, Pattern Recognit..

Empirical assessment of generating adversarial configurations for software product lines

Jean-Marc Jézéquel, Mathieu Acher, Fabio Roli, 2021, Empirical Software Engineering.

Knowledge-based control in multisensor image processing and recognition

Fabio Roli, P. Pellegretti, C. Dambra, 1993 .

LivDet 2013 Fingerprint Liveness Detection Competition 2013

Gian Luca Marcialis, Fabio Roli, Stephanie Schuckers, 2013, 2013 International Conference on Biometrics (ICB).

Intrusion detection in computer networks by a modular ensemble of one-class classifiers

Fabio Roli, Roberto Perdisci, Giorgio Giacinto, 2008, Inf. Fusion.

Network Intrusion Detection by Combining One-Class Classifiers

Fabio Roli, Roberto Perdisci, Giorgio Giacinto, 2005, ICIAP.

A Multi-Stage Approach for Fast Person Re-identification

Fabio Roli, Giorgio Fumera, Bahram Lavi, 2016, S+SSPR.

Complexity of Data Subsets Generated by the Random Subspace Method: An Experimental Investigation

Gian Luca Marcialis, Fabio Roli, Ludmila I. Kuncheva, 2001, Multiple Classifier Systems.

Multiple Classifier Systems, 7th International Workshop, MCS 2007, Prague, Czech Republic, May 23-25, 2007, Proceedings

Josef Kittler, Fabio Roli, Michal Haindl, 2007, MCS.

Adversarial Feature Selection Against Evasion Attacks

Patrick P. K. Chan, Daniel S. Yeung, Fabio Roli, 2016, IEEE Transactions on Cybernetics.

Two approaches to the sample set condensation: experiments with remote sensing images

Fabio Roli, Adam Jozwik, Sebastiano B. Serpico, 1996, Remote Sensing.

Deep neural rejection against adversarial examples

Fabio Roli, Marco Melis, Giorgio Fumera, 2020, EURASIP J. Inf. Secur..

Instance-Based Relevance Feedback in Image Retrieval Using Dissimilarity Spaces

Fabio Roli, Giorgio Giacinto, F. Roli, 2008, Case-Based Reasoning on Images and Signals.

Image Analysis and Processing

Fabio Roli, Sergio Vitulano, F. Roli, 1997, Lecture Notes in Computer Science.

Design of Multiple Classifier Systems

Fabio Roli, Giorgio Giacinto, F. Roli, 2002 .

Super-Sparse Learning in Similarity Spaces

Fabio Roli, Marco Melis, Giorgio Fumera, 2016, IEEE Computational Intelligence Magazine.

Alarm clustering for intrusion detection systems in computer networks

Fabio Roli, Roberto Perdisci, Giorgio Giacinto, 2005, Eng. Appl. Artif. Intell..

Detecting Anomalies from Video-Sequences: a Novel Descriptor pdf

Gian Luca Marcialis, Fabio Roli, Giulia Orru, 2020, 2020 25th International Conference on Pattern Recognition (ICPR).

Multiple Reject Thresholds for Improving Classification Reliability

Fabio Roli, Giorgio Fumera, Giorgio Giacinto, 2000, SSPR/SPR.

A Score Decidability Index for Dynamic Score Combination

Fabio Roli, Roberto Tronci, Giorgio Giacinto, 2010, 2010 20th International Conference on Pattern Recognition.

Poisoning Adaptive Biometric Systems

Fabio Roli, Luca Didaci, Giorgio Fumera, 2012, SSPR/SPR.

On the Intriguing Connections of Regularization, Input Gradients and Transferability of Evasion and Poisoning Attacks pdf

Fabio Roli, Marco Melis, Cristina Nita-Rotaru, 2018, ArXiv.

Image Recognition by Integration of Connectionist and Symbolic Approaches

Sebastiano B. Serpico, Fabio Roli, Gianni Vernazza, 1995, Int. J. Pattern Recognit. Artif. Intell..

Self adaptive systems: An experimental analysis of the performance over time

Gian Luca Marcialis, Fabio Roli, Ajita Rattani, 2011, 2011 IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM).

Adversarial attacks against intrusion detection systems: Taxonomy, solutions and open issues

Fabio Roli, Giorgio Giacinto, Igino Corona, 2013, Inf. Sci..

Multisensor image classification by structured neural networks

Sebastiano B. Serpico, Fabio Roli, Gianni Vernazza, 1993, Neural Networks for Signal Processing III - Proceedings of the 1993 IEEE-SP Workshop.

Semi-supervised Co-update of Multiple Matchers

Gian Luca Marcialis, Fabio Roli, Luca Didaci, 2009, MCS.

A novel classification-selection approach for the self updating of template-based face recognition systems pdf

Gian Luca Marcialis, Fabio Roli, Giulia Orru, 2019, Pattern Recognit..

Multiple Classifier Systems under Attack

Fabio Roli, Giorgio Fumera, Battista Biggio, 2010, MCS.

Unsupervised learning of neural network ensembles for image classification

Fabio Roli, Giorgio Fumera, Giorgio Giacinto, 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium.

Proceedings of the 13th international conference on Image Analysis and Processing

Fabio Roli, Sergio Vitulano, F. Roli, 2005 .

Is Feature Selection Secure against Training Data Poisoning?

Claudia Eckert, Gavin Brown, Fabio Roli, 2015, ICML.

Serial Fusion of Fingerprint and Face Matchers

Gian Luca Marcialis, Fabio Roli, 2007, MCS.

Performance of fingerprint quality measures depending on sensor technology

Gian Luca Marcialis, Fabio Roli, Julian Fiérrez, 2008, J. Electronic Imaging.

Large Scale Experiments on Fingerprint Liveness Detection

Gian Luca Marcialis, Fabio Roli, Luca Ghiani, 2012, SSPR/SPR.

Analysis of Co-training Algorithm with Very Small Training Sets

Fabio Roli, Luca Didaci, Giorgio Fumera, 2012, SSPR/SPR.

One-and-a-Half-Class Multiple Classifier Systems for Secure Learning Against Evasion Attacks at Test Time

Patrick P. K. Chan, Daniel S. Yeung, Zhi-Min He, 2015, MCS.

User-specific effects in Fingerprint Presentation Attacks Detection: Insights for future research

Gian Luca Marcialis, Fabio Roli, Pierluigi Tuveri, 2016, 2016 International Conference on Biometrics (ICB).

Intelligent control of signal processing algorithms in communications

Sebastiano B. Serpico, Fabio Roli, Gianni Vernazza, 1994, IEEE J. Sel. Areas Commun..

Evaluation of multimodal biometric score fusion rules under spoof attacks

Gian Luca Marcialis, Fabio Roli, Giorgio Fumera, 2012, 2012 5th IAPR International Conference on Biometrics (ICB).

Improving Image Spam Filtering Using Image Text Features

Fabio Roli, Giorgio Fumera, Battista Biggio, 2008, CEAS.

Dynamic classifier selection based on multiple classifier behaviour

Fabio Roli, Giorgio Giacinto, F. Roli, 2001, Pattern Recognit..

Classification of multisensor remote-sensing images by structured neural networks

Sebastiano B. Serpico, Fabio Roli, F. Roli, 1995, IEEE Trans. Geosci. Remote. Sens..

Query Shifting Based on Bayesian Decision Theory for Content-Based Image Retrieval

Fabio Roli, Giorgio Giacinto, F. Roli, 2002, SSPR/SPR.

Cost-sensitive Learning in Support Vector Machines

Fabio Roli, Giorgio Fumera, G. Fumera, 2002 .

Combination of neural and statistical algorithms for supervised classification of remote-sensing image

Lorenzo Bruzzone, Fabio Roli, Giorgio Giacinto, 2000, Pattern Recognit. Lett..

Stock Market Prediction by a Mixture of Genetic-Neural Experts

Fabio Roli, Giuliano Armano, Andrea Murru, 2002, Int. J. Pattern Recognit. Artif. Intell..

Image Spam Filtering Using Visual Information

Fabio Roli, Giorgio Fumera, Battista Biggio, 2007, 14th International Conference on Image Analysis and Processing (ICIAP 2007).

Neurocomputation in remote sensing data analysis : proceedings of concerted action COMPARES (connectionist methods for pre-processing and analysis of remote sensing data)

Fabio Roli, Jim Austin, Ioannis Kanellopoulos, 1997 .

Classifier fusion for multisensor image recognition

Sebastiano B. Serpico, Fabio Roli, Giorgio Giacinto, 2001, SPIE Remote Sensing.

Fusion of multiple classifiers

Josef Kittler, Fabio Roli, F. Roli, 2002, Inf. Fusion.

DETECTING DANGEROUS BEHAVIORS OF MOBILE OBJECTS IN PARKING AREAS

Fabio Roli, Gian Luca Foresti, Giorgio Giacinto, 2003 .

Methods for Designing Multiple Classifier Systems

Fabio Roli, Gianni Vernazza, Giorgio Giacinto, 2001, Multiple Classifier Systems.

An approach to the automatic design of multiple classifier systems

Fabio Roli, Giorgio Giacinto, F. Roli, 2001, Pattern Recognit. Lett..

Evaluation of serial and parallel multibiometric systems under spoofing attacks

Gian Luca Marcialis, Fabio Roli, Giorgio Fumera, 2012, 2012 IEEE Fifth International Conference on Biometrics: Theory, Applications and Systems (BTAS).

Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization

Fabio Roli, Luis Muñoz-González, Emil C. Lupu, 2017, AISec@CCS.

A Bayesian analysis of co-training algorithm with insufficient views

Fabio Roli, Luca Didaci, 2012, 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA).

Pattern Recognition for Intrusion Detection in Computer Networks

Fabio Roli, Giorgio Giacinto, F. Roli, 2003 .

Image Analysis and Processing - ICIAP 2005, 13th International Conference, Cagliari, Italy, September 6-8, 2005, Proceedings

Fabio Roli, Sergio Vitulano, 2005, ICIAP.

An advanced image processing tool for latent fingerprint analysis and liveness assessment

Gian Luca Marcialis, Fabio Roli, Pietro Coli, 2010 .

Intrusion Detection in Computer Systems Using Multiple Classifier Systems

Fabio Roli, Giorgio Giacinto, Igino Corona, 2008 .