Giorgio Giacinto

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 68

Top Venues

Publications

Raffaele Mura, Giuseppe Floris, Luca Scionis, Giorgio Piras, Maura Pintor, Ambra Demontis, Giorgio Giacinto, Battista Biggio, Fabio Roli
HO-FMN: Hyperparameter Optimization for Fast Minimum-Norm Attacks. CoRR (2024)
Lorenzo Pisu, Davide Maiorca, Giorgio Giacinto
A Survey of the Overlooked Dangers of Template Engines. CoRR (2024)
Diego Soi, Alessandro Sanna, Davide Maiorca, Giorgio Giacinto
Enhancing android malware detection explainability through function call graph APIs. J. Inf. Secur. Appl. 80 (2024)
Silvia Lucia Sanna, Diego Soi, Davide Maiorca, Giorgio Fumera, Giorgio Giacinto
A Risk Estimation Study of Native Code Vulnerabilities in Android Applications. CoRR (2024)
Diego Soi, Davide Maiorca, Giorgio Giacinto, Harel Berger
Can you See me? On the Visibility of NOPs against Android Malware Detectors. CoRR (2023)
Francesco Bergadano, Giorgio Giacinto
Special Issue "AI for Cybersecurity: Robust Models for Authentication, Threat and Anomaly Detection". Algorithms 16 (7) (2023)
Bruno Pala, Lorenzo Pisu, Silvia Lucia Sanna, Davide Maiorca, Giorgio Giacinto
A Targeted Assessment of Cross-Site Scripting Detection Tools. ITASEC (2023)
Francesco Meloni, Alessandro Sanna, Davide Maiorca, Giorgio Giacinto
Extended Abstract: Effective Call Graph Fingerprinting for the Analysis and Classification of Windows Malware. DIMVA (2022)
Adam Janovsky, Davide Maiorca, Dominik Macko, Vashek Matyas, Giorgio Giacinto
Explaining the Use of Cryptographic API in Android Malware. ICSBT/SECRYPT (Revised Selected Papers) (2022)
Marco Melis, Michele Scalas, Ambra Demontis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli
Do gradient-based explanations tell anything about adversarial robustness to android malware? Int. J. Mach. Learn. Cybern. 13 (1) (2022)
Adam Janovsky, Davide Maiorca, Dominik Macko, Vashek Matyas, Giorgio Giacinto
A Longitudinal Study of Cryptographic API: A Decade of Android Malware. SECRYPT (2022)
Adam Janovsky, Davide Maiorca, Dominik Macko, Vashek Matyas, Giorgio Giacinto
A Longitudinal Study of Cryptographic API - a Decade of Android Malware. CoRR (2022)
Luca Borzacchiello, Emilio Coppa, Davide Maiorca, Andrea Columbu, Camil Demetrescu, Giorgio Giacinto
Reach Me if You Can: On Native Vulnerability Reachability in Android Apps. ESORICS (3) (2022)
Giuseppe Mario Malandrone, Giovanni Virdis, Giorgio Giacinto, Davide Maiorca
PowerDecode: A PowerShell Script Decoder Dedicated to Malware Analysis. ITASEC (2021)
Lorenzo Putzu, Luca Piras, Giorgio Giacinto
Convolutional neural networks for relevance feedback in content based image retrieval. Multim. Tools Appl. 79 (37-38) (2020)
Marco Melis, Michele Scalas, Ambra Demontis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli
Do Gradient-based Explanations Tell Anything About Adversarial Robustness to Android Malware? CoRR (2020)
Michele Scalas, Konrad Rieck, Giorgio Giacinto
Explanation-Driven Characterization of Android Ransomware. ICPR Workshops (3) (2020)
Davide Maiorca, Ambra Demontis, Battista Biggio, Fabio Roli, Giorgio Giacinto
Adversarial Detection of Flash Malware: Limitations and Open Issues. Comput. Secur. 96 (2020)
Fabrizio Cara, Michele Scalas, Giorgio Giacinto, Davide Maiorca
On the Feasibility of Adversarial Sample Creation Using the Android System API. Inf. 11 (9) (2020)
Maria Teresa Rossi, Renan Greca, Ludovico Iovino, Giorgio Giacinto, Antonia Bertolino
Defensive Programming for Smart Home Cybersecurity. EuroS&P Workshops (2020)
Denis Ugarte, Davide Maiorca, Fabrizio Cara, Giorgio Giacinto
PowerDrive: Accurate De-Obfuscation and Analysis of PowerShell Malware. CoRR (2019)
Denis Ugarte, Davide Maiorca, Fabrizio Cara, Giorgio Giacinto
PowerDrive: Accurate De-obfuscation and Analysis of PowerShell Malware. DIMVA (2019)
Ambra Demontis, Marco Melis, Battista Biggio, Davide Maiorca, Daniel Arp, Konrad Rieck, Igino Corona, Giorgio Giacinto, Fabio Roli
Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection. IEEE Trans. Dependable Secur. Comput. 16 (4) (2019)
Michele Scalas, Davide Maiorca, Francesco Mercaldo, Corrado Aaron Visaggio, Fabio Martinelli, Giorgio Giacinto
On the effectiveness of system API-related information for Android ransomware detection. Comput. Secur. 86 (2019)
Davide Maiorca, Battista Biggio, Giorgio Giacinto
Towards Adversarial Malware Detection: Lessons Learned from PDF-based Attacks. ACM Comput. Surv. 52 (4) (2019)
Michele Scalas, Giorgio Giacinto
Automotive Cybersecurity: Foundations for Next-Generation Vehicles. CoRR (2019)
Bojan Kolosnjaji, Ambra Demontis, Battista Biggio, Davide Maiorca, Giorgio Giacinto, Claudia Eckert, Fabio Roli
Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables. CoRR (2018)
Mansour Ahmadi, Angelo Sotgiu, Giorgio Giacinto
IntelliAV: Building an Effective On-Device Android Malware Detector. CoRR (2018)
Lorenzo Putzu, Luca Piras, Giorgio Giacinto
Ten Years of Relevance Score for Content Based Image Retrieval. MLDM (2) (2018)
Battista Biggio, Konrad Rieck, Davide Ariu, Christian Wressnegger, Igino Corona, Giorgio Giacinto, Fabio Roli
Poisoning Behavioral Malware Clustering. CoRR (2018)
Marco Melis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli
Explaining Black-box Android Malware Detection. CoRR (2018)
Michele Scalas, Davide Maiorca, Francesco Mercaldo, Corrado Aaron Visaggio, Fabio Martinelli, Giorgio Giacinto
R-PackDroid: Practical On-Device Detection of Android Ransomware. CoRR (2018)
Davide Maiorca, Battista Biggio, Giorgio Giacinto
Towards Robust Detection of Adversarial Infection Vectors: Lessons Learned in PDF Malware. CoRR (2018)
Bojan Kolosnjaji, Ambra Demontis, Battista Biggio, Davide Maiorca, Giorgio Giacinto, Claudia Eckert, Fabio Roli
Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables. EUSIPCO (2018)
Marco Melis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli
Explaining Black-box Android Malware Detection. EUSIPCO (2018)
Ambra Demontis, Battista Biggio, Giorgio Fumera, Giorgio Giacinto, Fabio Roli
Infinity-Norm Support Vector Machines Against Adversarial Label Contamination. ITASEC (2017)
Ambra Demontis, Marco Melis, Battista Biggio, Davide Maiorca, Daniel Arp, Konrad Rieck, Igino Corona, Giorgio Giacinto, Fabio Roli
Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection. CoRR (2017)
Davide Maiorca, Battista Biggio, Maria Elena Chiappe, Giorgio Giacinto
Adversarial Detection of Flash Malware: Limitations and Open Issues. CoRR (2017)
Battista Biggio, Igino Corona, Davide Maiorca, Blaine Nelson, Nedim Srndic, Pavel Laskov, Giorgio Giacinto, Fabio Roli
Evasion Attacks against Machine Learning at Test Time. CoRR (2017)
Mansour Ahmadi, Angelo Sotgiu, Giorgio Giacinto
IntelliAV: Toward the Feasibility of Building Intelligent Anti-malware on Android Devices. CD-MAKE (2017)
Duc-Tien Dang-Nguyen, Luca Piras, Giorgio Giacinto, Giulia Boato, Francesco G. B. De Natale
Multimodal Retrieval with Diversification and Relevance Feedback for Tourist Attraction Images. ACM Trans. Multim. Comput. Commun. Appl. 13 (4) (2017)
Luca Piras, Giorgio Giacinto
Information fusion in content based image retrieval: A comprehensive overview. Inf. Fusion 37 (2017)
Paolo Piredda, Davide Ariu, Battista Biggio, Igino Corona, Luca Piras, Giorgio Giacinto, Fabio Roli
Deepsquatting: Learning-Based Typosquatting Detection at Deeper Domain Levels. AI*IA (2017)
Davide Maiorca, Paolo Russu, Igino Corona, Battista Biggio, Giorgio Giacinto
Detection of Malicious Scripting Code Through Discriminant and Adversary-Aware API Analysis. ITASEC (2017)
Davide Maiorca, Francesco Mercaldo, Giorgio Giacinto, Corrado Aaron Visaggio, Fabio Martinelli
R-PackDroid: API package-based characterization and detection of mobile ransomware. SAC (2017)
Guillermo Suarez-Tangil, Santanu Kumar Dash, Mansour Ahmadi, Johannes Kinder, Giorgio Giacinto, Lorenzo Cavallaro
DroidSieve: Fast and Accurate Classification of Obfuscated Android Malware. CODASPY (2017)
Johannes Hoffmann, Teemu Rytilahti, Davide Maiorca, Marcel Winandy, Giorgio Giacinto, Thorsten Holz
Evaluating Analysis Tools for Android Apps: Status Quo and Robustness Against Obfuscation. CODASPY (2016)
Mansour Ahmadi, Battista Biggio, Steven Arzt, Davide Ariu, Giorgio Giacinto
Detecting Misuse of Google Cloud Messaging in Android Badware. SPSM@CCS (2016)
Matteo Contini, Igino Corona, Alessio Mulas, Giorgio Giacinto, Davide Ariu
Pharmaguard WebApp: An Application for the Detection of Illegal Online Pharmacies. KDWeb (2016)
David Freeman, Sakshi Jain, Markus Dürmuth, Battista Biggio, Giorgio Giacinto
Who Are You? A Statistical Approach to Measuring User Authenticity. NDSS (2016)
Mansour Ahmadi, Dmitry Ulyanov, Stanislav Semenov, Mikhail Trofimov, Giorgio Giacinto
Novel Feature Extraction, Selection and Fusion for Effective Malware Family Classification. CODASPY (2016)
Davide Maiorca, Davide Ariu, Igino Corona, Marco Aresu, Giorgio Giacinto
Stealth attacks: An extended insight into the obfuscation effects on Android malware. Comput. Secur. 51 (2015)
Jart Armin, Bryn Thompson, Davide Ariu, Giorgio Giacinto, Fabio Roli, Piotr Kijewski
2020 Cybercrime Economic Costs: No Measure No Solution. ARES (2015)
Davide Ariu, Igino Corona, Roberto Tronci, Giorgio Giacinto
Machine Learning in Security Applications. Trans. Mach. Learn. Data Min. 8 (1) (2015)
Giorgio Giacinto
Editorial. Trans. Mach. Learn. Data Min. 8 (2) (2015)
Battista Biggio, Igino Corona, Zhi-Min He, Patrick P. K. Chan, Giorgio Giacinto, Daniel S. Yeung, Fabio Roli
One-and-a-Half-Class Multiple Classifier Systems for Secure Learning Against Evasion Attacks at Test Time. MCS (2015)
Igino Corona, Matteo Contini, Davide Ariu, Giorgio Giacinto, Fabio Roli, Michael Lund, Giorgio Marinelli
PharmaGuard: Automatic identification of illegal search-indexed online pharmacies. CYBCONF (2015)
Davide Ariu, Luca Didaci, Giorgio Fumera, Enrico Frumento, Federica Freschi, Giorgio Giacinto, Fabio Roli
Yet Another Cybersecurity Roadmapping Methodology. ARES (2015)
Davide Maiorca, Davide Ariu, Igino Corona, Giorgio Giacinto
An Evasion Resilient Approach to the Detection of Malicious PDF Files. ICISSP (Revised Selected Papers) (2015)
Mansour Ahmadi, Giorgio Giacinto, Dmitry Ulyanov, Stanislav Semenov, Mikhail Trofimov
Novel feature extraction, selection and fusion for effective malware family classification. CoRR (2015)
Duc-Tien Dang-Nguyen, Giulia Boato, Francesco G. B. De Natale, Luca Piras, Giorgio Giacinto, Franco Tuveri, Manuela Angioni
Multimodal-based Diversified Summarization in Social Image Retrieval. MediaEval (2015)
Duc-Tien Dang-Nguyen, Luca Piras, Giorgio Giacinto, Giulia Boato, Francesco G. B. De Natale
A hybrid approach for retrieving diverse social images of landmarks. ICME (2015)
Masoud Narouei, Mansour Ahmadi, Giorgio Giacinto, Hassan Takabi, Ashkan Sami
DLLMiner: structural mining for malware detection. Secur. Commun. Networks 8 (18) (2015)
Thomas Hupperich, Davide Maiorca, Marc Kührer, Thorsten Holz, Giorgio Giacinto
On the Robustness of Mobile Device Fingerprinting: Can Mobile Users Escape Modern Web-Tracking Mechanisms? ACSAC (2015)
Davide Maiorca, Davide Ariu, Igino Corona, Giorgio Giacinto
A Structural and Content-based Approach for a Precise and Robust Detection of Malicious PDF Files. ICISSP (2015)
Luca Piras, Deiv Furcas, Giorgio Giacinto
User-driven Nearest Neighbour Exploration of Image Archives. ICPRAM (1) (2015)
Marco Melis, Luca Piras, Battista Biggio, Giorgio Giacinto, Giorgio Fumera, Fabio Roli
Fast Image Classification with Reduced Multiclass Support Vector Machines. ICIAP (2) (2015)
Marco Aresu, Davide Ariu, Mansour Ahmadi, Davide Maiorca, Giorgio Giacinto
Clustering android malware families by http traffic. MALWARE (2015)
Igino Corona, Davide Maiorca, Davide Ariu, Giorgio Giacinto
Lux0R: Detection of Malicious PDF-embedded JavaScript code through Discriminant Analysis of API References. AISec@CCS (2014)
Battista Biggio, Konrad Rieck, Davide Ariu, Christian Wressnegger, Igino Corona, Giorgio Giacinto, Fabio Roli
Poisoning behavioral malware clustering. AISec@CCS (2014)
Luca Piras, Giorgio Giacinto
Open Issues on Codebook Generation in Image Classification Tasks. MLDM (2014)
Battista Biggio, Igino Corona, Blaine Nelson, Benjamin I. P. Rubinstein, Davide Maiorca, Giorgio Fumera, Giorgio Giacinto, Fabio Roli
Security Evaluation of Support Vector Machines in Adversarial Environments. CoRR (2014)
Duc-Tien Dang-Nguyen, Luca Piras, Giorgio Giacinto, Giulia Boato, Francesco G. B. De Natale
Retrieval of Diverse Images by Pre-filtering and Hierarchical Clustering. MediaEval (2014)
Battista Biggio, Igino Corona, Davide Maiorca, Blaine Nelson, Nedim Srndic, Pavel Laskov, Giorgio Giacinto, Fabio Roli
Evasion Attacks against Machine Learning at Test Time. ECML/PKDD (3) (2013)
Luca Piras, Giorgio Giacinto, Roberto Paredes
Passive-aggressive Online Learning for Relevance Feedback in Content based Image Retrieval. ICPRAM (2013)
Luca Piras, Roberto Tronci, Giorgio Giacinto
Diversity in Ensembles of Codebooks for Visual Concept Detection. ICIAP (2) (2013)
Igino Corona, Giorgio Giacinto, Fabio Roli
Adversarial attacks against intrusion detection systems: Taxonomy, solutions and open issues. Inf. Sci. 239 (2013)
Roberto Perdisci, Davide Ariu, Giorgio Giacinto
Scalable fine-grained behavioral clustering of HTTP-based malware. Comput. Networks 57 (2) (2013)
Davide Maiorca, Igino Corona, Giorgio Giacinto
Looking at the bag is not enough to find the bomb: an evasion of structural methods for malicious PDF files detection. AsiaCCS (2013)
Igino Corona, Roberto Tronci, Giorgio Giacinto
SuStorID: A multiple classifier system for the protection of web services. ICPR (2012)
Luca Piras, Giorgio Giacinto, Roberto Paredes
Enhancing Image Retrieval by an Exploration-Exploitation Approach. MLDM (2012)
Luca Piras, Giorgio Giacinto
Synthetic pattern generation for imbalanced learning in image retrieval. Pattern Recognit. Lett. 33 (16) (2012)
Luca Piras, Roberto Tronci, Gabriele Murgia, Giorgio Giacinto
The PRA and AmILAB at ImageCLEF 2012 Photo Flickr Annotation Task. CLEF (Online Working Notes/Labs/Workshop) (2012)
Roberto Tronci, Luca Piras, Gabriele Murgia, Giorgio Giacinto
Image Hunter at ImageCLEF 2012 Personal Photo Retrieval Task. CLEF (Online Working Notes/Labs/Workshop) (2012)
Roberto Perdisci, Igino Corona, Giorgio Giacinto
Early Detection of Malicious Flux Networks via Large-Scale Passive DNS Traffic Analysis. IEEE Trans. Dependable Secur. Comput. 9 (5) (2012)
Davide Maiorca, Giorgio Giacinto, Igino Corona
A Pattern Recognition System for Malicious PDF Files Detection. MLDM (2012)
Roberto Tronci, Luca Piras, Giorgio Giacinto
Performance Evaluation of Relevance Feedback for Image Retrieval by "Real-World" Multi-Tagged Image Datasets. Int. J. Multim. Data Eng. Manag. 3 (1) (2012)
Roberto Tronci, Gabriele Murgia, Maurizio Pili, Luca Piras, Giorgio Giacinto
ImageHunter: A Novel Tool for Relevance Feedback in Content Based Image Retrieval. DART@AI*IA (Revised and Invited Papers) (2011)
Davide Ariu, Giorgio Giacinto, Fabio Roli
Machine learning in computer forensics (and the lessons learned from machine learning in computer security). AISec (2011)
Roberto Tronci, Luisa Falqui, Luca Piras, Giorgio Giacinto
A Study on the Evaluation of Relevance Feedback in Multi-tagged Image Datasets. ISM (2011)
Luca Piras, Giorgio Giacinto
Dissimilarity Representation in Multi-feature Spaces for Image Retrieval. ICIAP (1) (2011)
Davide Ariu, Giorgio Giacinto
A Modular Architecture for the Analysis of HTTP Payloads Based on Multiple Classifiers. MCS (2011)
Giorgio Giacinto
Moving Targets in Computer Security and Multimedia Retrieval. Trans. Mach. Learn. Data Min. 4 (1) (2011)
Battista Biggio, Igino Corona, Giorgio Fumera, Giorgio Giacinto, Fabio Roli
Bagging Classifiers for Fighting Poisoning Attacks in Adversarial Classification Tasks. MCS (2011)
Davide Ariu, Roberto Tronci, Giorgio Giacinto
HMMPayl: An intrusion detection system based on Hidden Markov Models. Comput. Secur. 30 (4) (2011)
Giorgio Giacinto, Belur V. Dasarathy
Machine learning for computer security: A guide to prospective authors. Inf. Fusion 12 (3) (2011)
Roberto Tronci, Gabriele Murgia, Maurizio Pili, Luca Piras, Giorgio Giacinto
ImageHunter: a Novel Tool for Relevance Feedback in Content Based Image Retrieval. DART@AI*IA (2011)
Luca Piras, Giorgio Giacinto
K-Nearest Neighbors directed synthetic images injection. WIAMIS (2010)
Igino Corona, Giorgio Giacinto
Detection of Server-side Web Attacks. WAPA (2010)
Davide Ariu, Giorgio Giacinto
HMMPayl: an application of HMM to the analysis of the HTTP Payload. WAPA (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Giorgio Giacinto