Giorgio Giacinto

188 papers A* 2A 5B 13C 8Misc 5Journal 73Unranked 81

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	A Temporal Study on Memory Forensics Artifacts Extraction: the Volatility Reliability. ITASEC/SERICS Aurora Arrus, Silvia Lucia Sanna, Antonio Aracri, Giorgio Giacinto
2026	—	`conf`	An Analysis of Modern Web Security Vulnerabilities Inside WebAssembly Applications. ICISSP (1) Lorenzo Corrias, Lorenzo Pisu, Davide Maiorca, Giorgio Giacinto
2026	J	`jnl`	An Analysis of Modern Web Security Vulnerabilities Inside WebAssembly Applications. CoRR Lorenzo Corrias, Lorenzo Pisu, Davide Maiorca, Giorgio Giacinto
2026	J	`jnl`	An Explainable Memory Forensics Approach for Malware Analysis. CoRR Silvia Lucia Sanna, Davide Maiorca, Giorgio Giacinto
2026	—	`conf`	AndroWasm: an Empirical Study on Android Malware Obfuscation through WebAssembly. ITASEC/SERICS Diego Soi, Silvia Lucia Sanna, Lorenzo Pisu, Leonardo Regano, Giorgio Giacinto
2026	J	`jnl`	AndroWasm: an Empirical Study on Android Malware Obfuscation through WebAssembly. CoRR Diego Soi, Silvia Lucia Sanna, Lorenzo Pisu, Leonardo Regano, Giorgio Giacinto
2026	—	`conf`	Graph-Based Modelling of the Italian Criminal Code as a Knowledge Base for AI-Assisted Inference. ITASEC/SERICS Samuele Yves Cerini, Nicola Deidda, Yilian Huang, Sara Lilli, Luca Lobascio, Lavinia Russo, Maria Vittoria Zucca, Giorgio Fumera, Giorgio Giacinto, Paolo Prinetto, Salvatore Marsocci
2026	—	`conf`	Integrating Human-in-the-Loop AI Systems in the Italian Judicial System. ITASEC/SERICS Samuele Yves Cerini, Nicola Deidda, Sara Lilli, Maria Vittoria Zucca, Giorgio Fumera, Giorgio Giacinto, Paolo Prinetto, Salvatore Marsocci
2026	—	`conf`	LLM-Based Auto-Categorization of Android Applications. ITASEC/SERICS Pierangelo Loi, Diego Soi, Leonardo Regano, Giorgio Giacinto
2026	J	`jnl`	Label-efficient Training Updates for Malware Detection over Time. CoRR Luca Minnei, Cristian Manca, Giorgio Piras, Angelo Sotgiu, Maura Pintor, Daniele Ghiani, Davide Maiorca, Giorgio Giacinto, Battista Biggio
2026	J	`jnl`	Race against time: investigating the factors that influence web race condition exploits. Comput. Secur. Federico Loi, Lorenzo Pisu, Leonardo Regano, Davide Maiorca, Giorgio Giacinto
2025	J	`jnl`	Adversarial pruning: A survey and benchmark of pruning methods for adversarial robustness. Pattern Recognit. Giorgio Piras, Maura Pintor, Ambra Demontis, Battista Biggio, Giorgio Giacinto, Fabio Roli
2025	C	`conf`	Analysis and Detection of Android Stegomalware: the Impact of the Loading Stage. IH&MMSec Diego Soi, Silvia Lucia Sanna, Giacomo Benedetti, Angelica Liguori, Leonardo Regano, Luca Caviglione, Giorgio Giacinto
2025	—	`conf`	Are Trees Really Green? A Detection Approach of IoT Malware Attacks. ARES (Workshops 1) Silvia Lucia Sanna, Diego Soi, Davide Maiorca, Giorgio Giacinto
2025	J	`jnl`	Are Trees Really Green? A Detection Approach of IoT Malware Attacks. CoRR Silvia Lucia Sanna, Diego Soi, Davide Maiorca, Giorgio Giacinto
2025	J	`jnl`	DroidReach++: Exploring the reachability of native code in android applications. Comput. Secur. Luca Borzacchiello, Matteo Cornacchia, Davide Maiorca, Giorgio Giacinto, Emilio Coppa
2025	B	`conf`	Evaluation of Resource-Aware HTTP/3 Proxies for Smuggling Resilience in IoT Environments. GLOBECOM Lorenzo Pisu, Giovanni Pettorru, Leonardo Regano, Davide Maiorca, Giorgio Giacinto, Marco Martalò
2025	—	`conf`	Exposing the Cracks: A Case Study on the Quality of Public Linux Malware Data Sets. ITASEC/SERICS Alessandro Sanna, Daniele Canavese, Leonardo Regano, Davide Maiorca, Giorgio Giacinto
2025	J	`jnl`	HO-FMN: Hyperparameter optimization for fast minimum-norm attacks. Neurocomputing Raffaele Mura, Giuseppe Floris, Luca Scionis, Giorgio Piras, Maura Pintor, Ambra Demontis, Giorgio Giacinto, Battista Biggio, Fabio Roli
2025	J	`jnl`	Improving Cybercrime Detection and Digital Forensics Investigations with Artificial Intelligence. CoRR Silvia Lucia Sanna, Leonardo Regano, Davide Maiorca, Giorgio Giacinto
2025	—	`conf`	On the Feasibility of Android Stegomalware: A Detection Study. ITASEC/SERICS Diego Soi, Silvia Lucia Sanna, Angelica Liguori, Marco Zuppelli, Leonardo Regano, Davide Maiorca, Luca Caviglione, Giuseppe Manco, Giorgio Giacinto
2025	—	`conf`	Pixel Perfect or Perfectly Fake? Exploring the Robustness of Digital Forensic Tools Against Facial Deepfakes and Morphed Images. EUSIPCO Silvia Lucia Sanna, Andrea Panzino, Simone Maurizio La Cava, Sara Concas, Leonardo Regano, Davide Maiorca, Gian Luca Marcialis, Giorgio Giacinto
2025	—	`conf`	SHAP happens: an Explainable IDS for Industrial IoT Networks. RTSI Pierangelo Loi, Daniele Canavese, Leonardo Regano, Davide Maiorca, Giorgio Giacinto
2025	A	`conf`	{{alert('CSTI')}}: Large-Scale Detection of Client-Side Template Injection. RAID Lorenzo Pisu, Davide Balzarotti, Davide Maiorca, Giorgio Giacinto
2024	J	`jnl`	A Risk Estimation Study of Native Code Vulnerabilities in Android Applications. CoRR Silvia Lucia Sanna, Diego Soi, Davide Maiorca, Giorgio Fumera, Giorgio Giacinto
2024	J	`jnl`	A Survey of the Overlooked Dangers of Template Engines. CoRR Lorenzo Pisu, Davide Maiorca, Giorgio Giacinto
2024	J	`jnl`	A risk estimation study of native code vulnerabilities in Android applications. J. Cybersecur. Silvia Lucia Sanna, Diego Soi, Davide Maiorca, Giorgio Fumera, Giorgio Giacinto
2024	J	`jnl`	Adversarial Pruning: A Survey and Benchmark of Pruning Methods for Adversarial Robustness. CoRR Giorgio Piras, Maura Pintor, Ambra Demontis, Battista Biggio, Giorgio Giacinto, Fabio Roli
2024	C	`conf`	Bringing Binary Exploitation at Port 80: Understanding C Vulnerabilities in WebAssembly. SECRYPT Emmanuele Massidda, Lorenzo Pisu, Davide Maiorca, Giorgio Giacinto
2024	C	`conf`	Do You Trust Your Device? Open Challenges in IoT Security Analysis. SECRYPT Lorenzo Binosi, Pietro Mazzini, Alessandro Sanna, Michele Carminati, Giorgio Giacinto, Riccardo Lazzeretti, Stefano Zanero, Mario Polino, Emilio Coppa, Davide Maiorca
2024	J	`jnl`	Enhancing android malware detection explainability through function call graph APIs. J. Inf. Secur. Appl. Diego Soi, Alessandro Sanna, Davide Maiorca, Giorgio Giacinto
2024	J	`jnl`	Exploring the Robustness of AI-Driven Tools in Digital Forensics: A Preliminary Study. CoRR Silvia Lucia Sanna, Leonardo Regano, Davide Maiorca, Giorgio Giacinto
2024	J	`jnl`	HO-FMN: Hyperparameter Optimization for Fast Minimum-Norm Attacks. CoRR Raffaele Mura, Giuseppe Floris, Luca Scionis, Giorgio Piras, Maura Pintor, Ambra Demontis, Giorgio Giacinto, Battista Biggio, Fabio Roli
2024	B	`conf`	HTTP/3 will not Save you from Request Smuggling: A Methodology to Detect HTTP/3 Header (mis)Validations. NCA Lorenzo Pisu, Federico Loi, Davide Maiorca, Giorgio Giacinto
2024	J	`jnl`	Oblivion: an open-source system for large-scale analysis of macro-based office malware. J. Comput. Virol. Hacking Tech. Alessandro Sanna, Fabrizio Cara, Davide Maiorca, Giorgio Giacinto
2023	—	`conf`	A Targeted Assessment of Cross-Site Scripting Detection Tools. ITASEC Bruno Pala, Lorenzo Pisu, Silvia Lucia Sanna, Davide Maiorca, Giorgio Giacinto
2023	J	`jnl`	Can you See me? On the Visibility of NOPs against Android Malware Detectors. CoRR Diego Soi, Davide Maiorca, Giorgio Giacinto, Harel Berger
2023	J	`jnl`	Special Issue "AI for Cybersecurity: Robust Models for Authentication, Threat and Anomaly Detection". Algorithms Francesco Bergadano, Giorgio Giacinto
2022	J	`jnl`	A Longitudinal Study of Cryptographic API - a Decade of Android Malware. CoRR Adam Janovsky, Davide Maiorca, Dominik Macko, Vashek Matyas, Giorgio Giacinto
2022	C	`conf`	A Longitudinal Study of Cryptographic API: A Decade of Android Malware. SECRYPT Adam Janovsky, Davide Maiorca, Dominik Macko, Vashek Matyas, Giorgio Giacinto
2022	B	`ed.`	Detection of Intrusions and Malware, and Vulnerability Assessment - 19th International Conference, DIMVA 2022, Cagliari, Italy, June 29 - July 1, 2022, Proceedings DIMVA Lorenzo Cavallaro, Daniel Gruss, Giancarlo Pellegrino, Giorgio Giacinto
2022	J	`jnl`	Do gradient-based explanations tell anything about adversarial robustness to android malware? Int. J. Mach. Learn. Cybern. Marco Melis, Michele Scalas, Ambra Demontis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli
2022	—	`conf`	Explaining the Use of Cryptographic API in Android Malware. ICSBT/SECRYPT (Revised Selected Papers) Adam Janovsky, Davide Maiorca, Dominik Macko, Vashek Matyas, Giorgio Giacinto
2022	B	`conf`	Extended Abstract: Effective Call Graph Fingerprinting for the Analysis and Classification of Windows Malware. DIMVA Francesco Meloni, Alessandro Sanna, Davide Maiorca, Giorgio Giacinto
2022	—	`conf`	Reach Me if You Can: On Native Vulnerability Reachability in Android Apps. ESORICS (3) Luca Borzacchiello, Emilio Coppa, Davide Maiorca, Andrea Columbu, Camil Demetrescu, Giorgio Giacinto
2021	—	`conf`	PowerDecode: A PowerShell Script Decoder Dedicated to Malware Analysis. ITASEC Giuseppe Mario Malandrone, Giovanni Virdis, Giorgio Giacinto, Davide Maiorca
2020	J	`jnl`	Adversarial Detection of Flash Malware: Limitations and Open Issues. Comput. Secur. Davide Maiorca, Ambra Demontis, Battista Biggio, Fabio Roli, Giorgio Giacinto
2020	J	`jnl`	Convolutional neural networks for relevance feedback in content based image retrieval. Multim. Tools Appl. Lorenzo Putzu, Luca Piras, Giorgio Giacinto
2020	—	`conf`	Defensive Programming for Smart Home Cybersecurity. EuroS&P Workshops Maria Teresa Rossi, Renan Greca, Ludovico Iovino, Giorgio Giacinto, Antonia Bertolino
2020	J	`jnl`	Do Gradient-based Explanations Tell Anything About Adversarial Robustness to Android Malware? CoRR Marco Melis, Michele Scalas, Ambra Demontis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli
2020	—	`conf`	Explanation-Driven Characterization of Android Ransomware. ICPR Workshops (3) Michele Scalas, Konrad Rieck, Giorgio Giacinto
2020	J	`jnl`	On the Feasibility of Adversarial Sample Creation Using the Android System API. Inf. Fabrizio Cara, Michele Scalas, Giorgio Giacinto, Davide Maiorca
2019	J	`jnl`	Automotive Cybersecurity: Foundations for Next-Generation Vehicles. CoRR Michele Scalas, Giorgio Giacinto
2019	B	`ed.`	Detection of Intrusions and Malware, and Vulnerability Assessment - 16th International Conference, DIMVA 2019, Gothenburg, Sweden, June 19-20, 2019, Proceedings DIMVA Roberto Perdisci, Clémentine Maurice, Giorgio Giacinto, Magnus Almgren
2019	J	`jnl`	On the effectiveness of system API-related information for Android ransomware detection. Comput. Secur. Michele Scalas, Davide Maiorca, Francesco Mercaldo, Corrado Aaron Visaggio, Fabio Martinelli, Giorgio Giacinto
2019	J	`jnl`	PowerDrive: Accurate De-Obfuscation and Analysis of PowerShell Malware. CoRR Denis Ugarte, Davide Maiorca, Fabrizio Cara, Giorgio Giacinto
2019	B	`conf`	PowerDrive: Accurate De-obfuscation and Analysis of PowerShell Malware. DIMVA Denis Ugarte, Davide Maiorca, Fabrizio Cara, Giorgio Giacinto
2019	J	`jnl`	Towards Adversarial Malware Detection: Lessons Learned from PDF-based Attacks. ACM Comput. Surv. Davide Maiorca, Battista Biggio, Giorgio Giacinto
2019	J	`jnl`	Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection. IEEE Trans. Dependable Secur. Comput. Ambra Demontis, Marco Melis, Battista Biggio, Davide Maiorca, Daniel Arp, Konrad Rieck, Igino Corona, Giorgio Giacinto, Fabio Roli
2018	—	`conf`	Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables. EUSIPCO Bojan Kolosnjaji, Ambra Demontis, Battista Biggio, Davide Maiorca, Giorgio Giacinto, Claudia Eckert, Fabio Roli
2018	J	`jnl`	Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables. CoRR Bojan Kolosnjaji, Ambra Demontis, Battista Biggio, Davide Maiorca, Giorgio Giacinto, Claudia Eckert, Fabio Roli
2018	—	`conf`	Explaining Black-box Android Malware Detection. EUSIPCO Marco Melis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli
2018	J	`jnl`	Explaining Black-box Android Malware Detection. CoRR Marco Melis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli
2018	J	`jnl`	IntelliAV: Building an Effective On-Device Android Malware Detector. CoRR Mansour Ahmadi, Angelo Sotgiu, Giorgio Giacinto
2018	J	`jnl`	Poisoning Behavioral Malware Clustering. CoRR Battista Biggio, Konrad Rieck, Davide Ariu, Christian Wressnegger, Igino Corona, Giorgio Giacinto, Fabio Roli
2018	J	`jnl`	R-PackDroid: Practical On-Device Detection of Android Ransomware. CoRR Michele Scalas, Davide Maiorca, Francesco Mercaldo, Corrado Aaron Visaggio, Fabio Martinelli, Giorgio Giacinto
2018	—	`conf`	Ten Years of Relevance Score for Content Based Image Retrieval. MLDM (2) Lorenzo Putzu, Luca Piras, Giorgio Giacinto
2018	J	`jnl`	Towards Robust Detection of Adversarial Infection Vectors: Lessons Learned in PDF Malware. CoRR Davide Maiorca, Battista Biggio, Giorgio Giacinto
2017	J	`jnl`	Adversarial Detection of Flash Malware: Limitations and Open Issues. CoRR Davide Maiorca, Battista Biggio, Maria Elena Chiappe, Giorgio Giacinto
2017	—	`conf`	Deepsquatting: Learning-Based Typosquatting Detection at Deeper Domain Levels. AI*IA Paolo Piredda, Davide Ariu, Battista Biggio, Igino Corona, Luca Piras, Giorgio Giacinto, Fabio Roli
2017	—	`conf`	Detection of Malicious Scripting Code Through Discriminant and Adversary-Aware API Analysis. ITASEC Davide Maiorca, Paolo Russu, Igino Corona, Battista Biggio, Giorgio Giacinto
2017	—	`conf`	DroidSieve: Fast and Accurate Classification of Obfuscated Android Malware. CODASPY Guillermo Suarez-Tangil, Santanu Kumar Dash, Mansour Ahmadi, Johannes Kinder, Giorgio Giacinto, Lorenzo Cavallaro
2017	J	`jnl`	Evasion Attacks against Machine Learning at Test Time. CoRR Battista Biggio, Igino Corona, Davide Maiorca, Blaine Nelson, Nedim Srndic, Pavel Laskov, Giorgio Giacinto, Fabio Roli
2017	—	`conf`	Infinity-Norm Support Vector Machines Against Adversarial Label Contamination. ITASEC Ambra Demontis, Battista Biggio, Giorgio Fumera, Giorgio Giacinto, Fabio Roli
2017	J	`jnl`	Information fusion in content based image retrieval: A comprehensive overview. Inf. Fusion Luca Piras, Giorgio Giacinto
2017	C	`conf`	IntelliAV: Toward the Feasibility of Building Intelligent Anti-malware on Android Devices. CD-MAKE Mansour Ahmadi, Angelo Sotgiu, Giorgio Giacinto
2017	J	`jnl`	Multimodal Retrieval with Diversification and Relevance Feedback for Tourist Attraction Images. ACM Trans. Multim. Comput. Commun. Appl. Duc-Tien Dang-Nguyen, Luca Piras, Giorgio Giacinto, Giulia Boato, Francesco G. B. De Natale
2017	Misc	`conf`	R-PackDroid: API package-based characterization and detection of mobile ransomware. SAC Davide Maiorca, Francesco Mercaldo, Giorgio Giacinto, Corrado Aaron Visaggio, Fabio Martinelli
2017	J	`jnl`	Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection. CoRR Ambra Demontis, Marco Melis, Battista Biggio, Davide Maiorca, Daniel Arp, Konrad Rieck, Igino Corona, Giorgio Giacinto, Fabio Roli
2016	—	`conf`	Detecting Misuse of Google Cloud Messaging in Android Badware. SPSM@CCS Mansour Ahmadi, Battista Biggio, Steven Arzt, Davide Ariu, Giorgio Giacinto
2016	—	`conf`	Evaluating Analysis Tools for Android Apps: Status Quo and Robustness Against Obfuscation. CODASPY Johannes Hoffmann, Teemu Rytilahti, Davide Maiorca, Marcel Winandy, Giorgio Giacinto, Thorsten Holz
2016	—	`conf`	Novel Feature Extraction, Selection and Fusion for Effective Malware Family Classification. CODASPY Mansour Ahmadi, Dmitry Ulyanov, Stanislav Semenov, Mikhail Trofimov, Giorgio Giacinto
2016	—	`conf`	Pharmaguard WebApp: An Application for the Detection of Illegal Online Pharmacies. KDWeb Matteo Contini, Igino Corona, Alessio Mulas, Giorgio Giacinto, Davide Ariu
2016	A*	`conf`	Who Are You? A Statistical Approach to Measuring User Authenticity. NDSS David Freeman, Sakshi Jain, Markus Dürmuth, Battista Biggio, Giorgio Giacinto
2015	B	`conf`	2020 Cybercrime Economic Costs: No Measure No Solution. ARES Jart Armin, Bryn Thompson, Davide Ariu, Giorgio Giacinto, Fabio Roli, Piotr Kijewski
2015	C	`conf`	A Structural and Content-based Approach for a Precise and Robust Detection of Malicious PDF Files. ICISSP Davide Maiorca, Davide Ariu, Igino Corona, Giorgio Giacinto
2015	A	`conf`	A hybrid approach for retrieving diverse social images of landmarks. ICME Duc-Tien Dang-Nguyen, Luca Piras, Giorgio Giacinto, Giulia Boato, Francesco G. B. De Natale
2015	—	`conf`	An Evasion Resilient Approach to the Detection of Malicious PDF Files. ICISSP (Revised Selected Papers) Davide Maiorca, Davide Ariu, Igino Corona, Giorgio Giacinto
2015	—	`conf`	Clustering android malware families by http traffic. MALWARE Marco Aresu, Davide Ariu, Mansour Ahmadi, Davide Maiorca, Giorgio Giacinto
2015	J	`jnl`	DLLMiner: structural mining for malware detection. Secur. Commun. Networks Masoud Narouei, Mansour Ahmadi, Giorgio Giacinto, Hassan Takabi, Ashkan Sami
2015	J	`jnl`	Editorial. Trans. Mach. Learn. Data Min. Giorgio Giacinto
2015	—	`conf`	Fast Image Classification with Reduced Multiclass Support Vector Machines. ICIAP (2) Marco Melis, Luca Piras, Battista Biggio, Giorgio Giacinto, Giorgio Fumera, Fabio Roli
2015	J	`jnl`	Machine Learning in Security Applications. Trans. Mach. Learn. Data Min. Davide Ariu, Igino Corona, Roberto Tronci, Giorgio Giacinto
2015	—	`conf`	Multimodal-based Diversified Summarization in Social Image Retrieval. MediaEval Duc-Tien Dang-Nguyen, Giulia Boato, Francesco G. B. De Natale, Luca Piras, Giorgio Giacinto, Franco Tuveri, Manuela Angioni
2015	J	`jnl`	Novel feature extraction, selection and fusion for effective malware family classification. CoRR Mansour Ahmadi, Giorgio Giacinto, Dmitry Ulyanov, Stanislav Semenov, Mikhail Trofimov
2015	A	`conf`	On the Robustness of Mobile Device Fingerprinting: Can Mobile Users Escape Modern Web-Tracking Mechanisms? ACSAC Thomas Hupperich, Davide Maiorca, Marc Kührer, Thorsten Holz, Giorgio Giacinto
2015	—	`conf`	One-and-a-Half-Class Multiple Classifier Systems for Secure Learning Against Evasion Attacks at Test Time. MCS Battista Biggio, Igino Corona, Zhi-Min He, Patrick P. K. Chan, Giorgio Giacinto, Daniel S. Yeung, Fabio Roli
2015	—	`conf`	PharmaGuard: Automatic identification of illegal search-indexed online pharmacies. CYBCONF Igino Corona, Matteo Contini, Davide Ariu, Giorgio Giacinto, Fabio Roli, Michael Lund, Giorgio Marinelli
2015	J	`jnl`	Stealth attacks: An extended insight into the obfuscation effects on Android malware. Comput. Secur. Davide Maiorca, Davide Ariu, Igino Corona, Marco Aresu, Giorgio Giacinto
2015	—	`conf`	User-driven Nearest Neighbour Exploration of Image Archives. ICPRAM (1) Luca Piras, Deiv Furcas, Giorgio Giacinto
2015	B	`conf`	Yet Another Cybersecurity Roadmapping Methodology. ARES Davide Ariu, Luca Didaci, Giorgio Fumera, Enrico Frumento, Federica Freschi, Giorgio Giacinto, Fabio Roli
2014	—	`conf`	Lux0R: Detection of Malicious PDF-embedded JavaScript code through Discriminant Analysis of API References. AISec@CCS Igino Corona, Davide Maiorca, Davide Ariu, Giorgio Giacinto
2014	—	`conf`	Open Issues on Codebook Generation in Image Classification Tasks. MLDM Luca Piras, Giorgio Giacinto
2014	—	`conf`	Poisoning behavioral malware clustering. AISec@CCS Battista Biggio, Konrad Rieck, Davide Ariu, Christian Wressnegger, Igino Corona, Giorgio Giacinto, Fabio Roli
2014	—	`conf`	Retrieval of Diverse Images by Pre-filtering and Hierarchical Clustering. MediaEval Duc-Tien Dang-Nguyen, Luca Piras, Giorgio Giacinto, Giulia Boato, Francesco G. B. De Natale
2014	J	`jnl`	Security Evaluation of Support Vector Machines in Adversarial Environments. CoRR Battista Biggio, Igino Corona, Blaine Nelson, Benjamin I. P. Rubinstein, Davide Maiorca, Giorgio Fumera, Giorgio Giacinto, Fabio Roli
2013	J	`jnl`	Adversarial attacks against intrusion detection systems: Taxonomy, solutions and open issues. Inf. Sci. Igino Corona, Giorgio Giacinto, Fabio Roli
2013	—	`conf`	Diversity in Ensembles of Codebooks for Visual Concept Detection. ICIAP (2) Luca Piras, Roberto Tronci, Giorgio Giacinto
2013	—	`conf`	Evasion Attacks against Machine Learning at Test Time. ECML/PKDD (3) Battista Biggio, Igino Corona, Davide Maiorca, Blaine Nelson, Nedim Srndic, Pavel Laskov, Giorgio Giacinto, Fabio Roli
2013	A	`conf`	Looking at the bag is not enough to find the bomb: an evasion of structural methods for malicious PDF files detection. AsiaCCS Davide Maiorca, Igino Corona, Giorgio Giacinto
2013	C	`conf`	Passive-aggressive Online Learning for Relevance Feedback in Content based Image Retrieval. ICPRAM Luca Piras, Giorgio Giacinto, Roberto Paredes
2013	J	`jnl`	Scalable fine-grained behavioral clustering of HTTP-based malware. Comput. Networks Roberto Perdisci, Davide Ariu, Giorgio Giacinto
2012	—	`conf`	A Pattern Recognition System for Malicious PDF Files Detection. MLDM Davide Maiorca, Giorgio Giacinto, Igino Corona
2012	J	`jnl`	Early Detection of Malicious Flux Networks via Large-Scale Passive DNS Traffic Analysis. IEEE Trans. Dependable Secur. Comput. Roberto Perdisci, Igino Corona, Giorgio Giacinto
2012	—	`conf`	Enhancing Image Retrieval by an Exploration-Exploitation Approach. MLDM Luca Piras, Giorgio Giacinto, Roberto Paredes
2012	—	`conf`	Image Hunter at ImageCLEF 2012 Personal Photo Retrieval Task. CLEF (Online Working Notes/Labs/Workshop) Roberto Tronci, Luca Piras, Gabriele Murgia, Giorgio Giacinto
2012	J	`jnl`	Performance Evaluation of Relevance Feedback for Image Retrieval by "Real-World" Multi-Tagged Image Datasets. Int. J. Multim. Data Eng. Manag. Roberto Tronci, Luca Piras, Giorgio Giacinto
2012	B	`conf`	SuStorID: A multiple classifier system for the protection of web services. ICPR Igino Corona, Roberto Tronci, Giorgio Giacinto
2012	J	`jnl`	Synthetic pattern generation for imbalanced learning in image retrieval. Pattern Recognit. Lett. Luca Piras, Giorgio Giacinto
2012	—	`conf`	The PRA and AmILAB at ImageCLEF 2012 Photo Flickr Annotation Task. CLEF (Online Working Notes/Labs/Workshop) Luca Piras, Roberto Tronci, Gabriele Murgia, Giorgio Giacinto
2011	—	`conf`	A Modular Architecture for the Analysis of HTTP Payloads Based on Multiple Classifiers. MCS Davide Ariu, Giorgio Giacinto
2011	C	`conf`	A Study on the Evaluation of Relevance Feedback in Multi-tagged Image Datasets. ISM Roberto Tronci, Luisa Falqui, Luca Piras, Giorgio Giacinto
2011	—	`conf`	Bagging Classifiers for Fighting Poisoning Attacks in Adversarial Classification Tasks. MCS Battista Biggio, Igino Corona, Giorgio Fumera, Giorgio Giacinto, Fabio Roli
2011	—	`conf`	Dissimilarity Representation in Multi-feature Spaces for Image Retrieval. ICIAP (1) Luca Piras, Giorgio Giacinto
2011	J	`jnl`	HMMPayl: An intrusion detection system based on Hidden Markov Models. Comput. Secur. Davide Ariu, Roberto Tronci, Giorgio Giacinto
2011	—	`conf`	ImageHunter: A Novel Tool for Relevance Feedback in Content Based Image Retrieval. DART@AI*IA (Revised and Invited Papers) Roberto Tronci, Gabriele Murgia, Maurizio Pili, Luca Piras, Giorgio Giacinto
2011	—	`conf`	ImageHunter: a Novel Tool for Relevance Feedback in Content Based Image Retrieval. DART@AI*IA Roberto Tronci, Gabriele Murgia, Maurizio Pili, Luca Piras, Giorgio Giacinto
2011	J	`jnl`	Machine learning for computer security: A guide to prospective authors. Inf. Fusion Giorgio Giacinto, Belur V. Dasarathy
2011	—	`conf`	Machine learning in computer forensics (and the lessons learned from machine learning in computer security). AISec Davide Ariu, Giorgio Giacinto, Fabio Roli
2011	J	`jnl`	Moving Targets in Computer Security and Multimedia Retrieval. Trans. Mach. Learn. Data Min. Giorgio Giacinto
2010	B	`conf`	A Score Decidability Index for Dynamic Score Combination. ICPR Carlo Lobrano, Roberto Tronci, Giorgio Giacinto, Fabio Roli
2010	—	`conf`	Detection of Server-side Web Attacks. WAPA Igino Corona, Giorgio Giacinto
2010	—	`conf`	Dynamic Linear Combination of Two-Class Classifiers. SSPR/SPR Carlo Lobrano, Roberto Tronci, Giorgio Giacinto, Fabio Roli
2010	—	`conf`	HMMPayl: an application of HMM to the analysis of the HTTP Payload. WAPA Davide Ariu, Giorgio Giacinto
2010	—	`conf`	K-Nearest Neighbors directed synthetic images injection. WIAMIS Luca Piras, Giorgio Giacinto
2010	A*	`conf`	Moving Targets. ICDM Giorgio Giacinto
2010	J	`jnl`	One-class classification for oil spill detection. Pattern Anal. Appl. Attilio Gambardella, Giorgio Giacinto, Maurizio Migliaccio, Andrea Montali
2010	A	`conf`	Unbalanced learning in content-based image classification and retrieval. ICME Luca Piras, Giorgio Giacinto
2009	J	`jnl`	Designing multiple biometric systems: Measures of ensemble effectiveness. Eng. Appl. Artif. Intell. Roberto Tronci, Giorgio Giacinto, Fabio Roli
2009	—	`conf`	Dynamic Score Combination: A Supervised and Unsupervised Score Combination Method. MLDM Roberto Tronci, Giorgio Giacinto, Fabio Roli
2009	—	`conf`	HMM-Web: A Framework for the Detection of Attacks Against Web Applications. ICC Igino Corona, Davide Ariu, Giorgio Giacinto
2009	J	`jnl`	Information fusion for computer security: State of the art and open issues. Inf. Fusion Igino Corona, Giorgio Giacinto, Claudio Mazzariello, Fabio Roli, Carlo Sansone
2009	J	`jnl`	Information fusion in computer security. Inf. Fusion Giorgio Giacinto, Fabio Roli, Carlo Sansone
2009	J	`jnl`	McPAD: A multiple classifier system for accurate payload-based anomaly detection. Comput. Networks Roberto Perdisci, Davide Ariu, Prahlad Fogla, Giorgio Giacinto, Wenke Lee
2009	—	`conf`	Neighborhood-based feature weighting for relevance feedback in content-based retrieval. WIAMIS Luca Piras, Giorgio Giacinto
2008	—	`conf`	Combination of Experts by Classifiers in Similarity Score Spaces. SSPR/SPR Roberto Tronci, Giorgio Giacinto, Fabio Roli
2008	B	`conf`	Dynamic score combination of binary experts. ICPR Roberto Tronci, Giorgio Giacinto, Fabio Roli
2008	—	`ch.`	Instance-Based Relevance Feedback in Image Retrieval Using Dissimilarity Spaces. Case-Based Reasoning on Images and Signals Giorgio Giacinto, Fabio Roli
2008	J	`jnl`	Intrusion detection in computer networks by a modular ensemble of one-class classifiers. Inf. Fusion Giorgio Giacinto, Roberto Perdisci, Mauro Del Rio, Fabio Roli
2008	—	`conf`	On the Mathematical Formulation of the SAR Oil-Spill Observation Problem. IGARSS (3) Attilio Gambardella, Giorgio Giacinto, Maurizio Migliaccio
2007	—	`conf`	A nearest-neighbor approach to relevance feedback in content based image retrieval. CIVR Giorgio Giacinto
2007	Misc	`conf`	Dynamic Score Selection for Fusion of Multiple Biometric Matchers. ICIAP Roberto Tronci, Giorgio Giacinto, Fabio Roli
2007	—	`conf`	Index Driven Combination of Multiple Biometric Experts for AUC Maximisation. MCS Roberto Tronci, Giorgio Giacinto, Fabio Roli
2007	—	`conf`	Selection of Experts for the Design of Multiple Biometric Systems. MLDM Roberto Tronci, Giorgio Giacinto, Fabio Roli
2007	—	`conf`	Sensing Attacks in Computers Networks with Hidden Markov Models. MLDM Davide Ariu, Giorgio Giacinto, Roberto Perdisci
2006	J	`jnl`	Alarm clustering for intrusion detection systems in computer networks. Eng. Appl. Artif. Intell. Roberto Perdisci, Giorgio Giacinto, Fabio Roli
2005	J	`jnl`	A study on the performances of dynamic classifier selection based on local accuracy estimation. Pattern Recognit. Luca Didaci, Giorgio Giacinto, Fabio Roli, Gian Luca Marcialis
2005	—	`conf`	Alarm Clustering for Intrusion Detection Systems in Computer Networks. MLDM Giorgio Giacinto, Roberto Perdisci, Fabio Roli
2005	Misc	`conf`	Network Intrusion Detection by Combining One-Class Classifiers. ICIAP Giorgio Giacinto, Roberto Perdisci, Fabio Roli
2005	Misc	`conf`	Score Selection Techniques for Fingerprint Multi-modal Biometric Authentication. ICIAP Giorgio Giacinto, Fabio Roli, Roberto Tronci
2004	J	`jnl`	Bayesian relevance feedback for content-based image retrieval. Pattern Recognit. Giorgio Giacinto, Fabio Roli
2004	—	`conf`	Dynamic Classifier Selection by Adaptive k-Nearest-Neighbourhood Rule. Multiple Classifier Systems Luca Didaci, Giorgio Giacinto
2004	—	`conf`	Instance-Based Relevance Feedback for Image Retrieval. NIPS Giorgio Giacinto, Fabio Roli
2004	—	`conf`	Nearest-Prototype Relevance Feedback for Content Based Image Retrieval. ICPR (2) Giorgio Giacinto, Fabio Roli
2003	—	`conf`	A Modular Multiple Classifier System for the Detection of Intrusions in Computer Networks. Multiple Classifier Systems Giorgio Giacinto, Fabio Roli, Luca Didaci
2003	—	`conf`	Dissimilarity Representation of Images for Relevance Feedback in Content-Based Image Retrieval. MLDM Giorgio Giacinto, Fabio Roli
2003	J	`jnl`	Fusion of multiple classifiers for intrusion detection in computer networks. Pattern Recognit. Lett. Giorgio Giacinto, Fabio Roli, Luca Didaci
2002	—	`conf`	Intrusion Detection in Computer Networks by Multiple Classifier Systems. ICPR (2) Giorgio Giacinto, Fabio Roli
2002	—	`conf`	Query Shifting Based on Bayesian Decision Theory for Content-Based Image Retrieval. SSPR/SPR Giorgio Giacinto, Fabio Roli
2001	—	`conf`	Adaptive Query Shifting for Content-Based Image Retrieval. MLDM Giorgio Giacinto, Fabio Roli, Giorgio Fumera
2001	J	`jnl`	An approach to the automatic design of multiple classifier systems. Pattern Recognit. Lett. Giorgio Giacinto, Fabio Roli
2001	J	`jnl`	Design of effective neural network ensembles for image classification purposes. Image Vis. Comput. Giorgio Giacinto, Fabio Roli
2001	J	`jnl`	Dynamic classifier selection based on multiple classifier behaviour. Pattern Recognit. Giorgio Giacinto, Fabio Roli
2001	—	`conf`	Methods for Designing Multiple Classifier Systems. Multiple Classifier Systems Fabio Roli, Giorgio Giacinto, Gianni Vernazza
2000	B	`conf`	A Theoretical Framework for Dynamic Classifier Selection. ICPR Giorgio Giacinto, Fabio Roli
2000	J	`jnl`	Combination of neural and statistical algorithms for supervised classification of remote-sensing image. Pattern Recognit. Lett. Giorgio Giacinto, Fabio Roli, Lorenzo Bruzzone
2000	B	`conf`	Design of Effective Multiple Classifier Systems by Clustering of Classifiers. ICPR Giorgio Giacinto, Fabio Roli, Giorgio Fumera
2000	—	`conf`	Dynamic Classifier Selection. Multiple Classifier Systems Giorgio Giacinto, Fabio Roli
2000	—	`conf`	Multiple Reject Thresholds for Improving Classification Reliability. SSPR/SPR Giorgio Fumera, Fabio Roli, Giorgio Giacinto
2000	J	`jnl`	Reject option with multiple thresholds. Pattern Recognit. Giorgio Fumera, Fabio Roli, Giorgio Giacinto
2000	—	`conf`	Selection of Classifiers Based on Multiple Classifier Behaviour. SSPR/SPR Giorgio Giacinto, Fabio Roli, Giorgio Fumera
2000	—	`conf`	Unsupervised Learning of Neural Network Ensembles for Image Classification. IJCNN (3) Giorgio Giacinto, Fabio Roli, Giorgio Fumera
1999	—	`conf`	Automatic Design of Multiple Classifier Systems by Unsupervised Learning. MLDM Giorgio Giacinto, Fabio Roli
1999	Misc	`conf`	Methods for Dynamic Classifier Selection. ICIAP Giorgio Giacinto, Fabio Roli
1998	J	`jnl`	A Tabu Search algorithm for the optimisation of telecommunication networks. Eur. J. Oper. Res. Eugenio Costamagna, Alessandra Fanni, Giorgio Giacinto
1997	—	`conf`	Adaptive Selection of Image Classifiers. ICIAP (1) Giorgio Giacinto, Fabio Roli
1997	J	`jnl`	Application of neural networks and statistical pattern recognition algorithms to earthquake risk evaluation. Pattern Recognit. Lett. Giorgio Giacinto, R. Paolucci, Fabio Roli
1997	—	`conf`	The COMPARES Project: COnnectionist Methods for Preprocessing and Analysis of REmote Sensing Data. ICIAP (2) Jim Austin, Giorgio Giacinto, I. Kanellopoulos, Ken Lees, Fabio Roli, Gianni Vernazza, G. Wilkinson