Giorgio Giacinto
AndroWasm: an Empirical Study on Android Malware Obfuscation through WebAssembly
2026-01-01 Soi, Diego; Sanna, Silvia Lucia; Pisu, Lorenzo; Regano, Leonardo; Giacinto, Giorgio
LLM-Based Auto-Categorization of Android Applications
2026-01-01 Loi, Pierangelo; Soi, Diego; Regano, Leonardo; Giacinto, Giorgio
Graph-Based Modelling of the Italian Criminal Code as a Knowledge Base for AI-Assisted Inference
2026-01-01 Yves Cerini, Samuele; Deidda, Nicola; Huang, Yilian; Lilli, Sara; Lobascio, Luca; Russo, Lavinia; Vittoria Zucca, Maria; Fumera, Giorgio; Giacinto, Giorgio; Prinetto, Paolo; Salvatore Marsocci, And
Integrating Human-in-the-Loop AI Systems in the Italian Judicial System
2026-01-01 Yves Cerini, Samuele; Deidda, Nicola; Lilli, Sara; Vittoria Zucca, Maria; Fumera, Giorgio; Giacinto, Giorgio; Prinetto, Paolo; Marsocci, Salvatore
Race against time: investigating the factors that influence web race condition exploits
2026-01-01 Loi, Federico; Pisu, Lorenzo; Regano, Leonardo; Maiorca, Davide; Giacinto, Giorgio
An Assessment of the Overlooked Dangers of Template Engines
2026-01-01 Pisu, Lorenzo; Maiorca, Davide; Giacinto, Giorgio
A Temporal Study on Memory Forensics Artifacts Extraction: the Volatility Reliability
2026-01-01 Arrus, Aurora; Sanna, Silvia Lucia; Aracri, Antonio; Giacinto, Giorgio
SHAP happens: an explainable IDS for industrial IoT networks
2025-01-01 Loi, Pierangelo; Canavese, Daniele; Regano, Leonardo; Maiorca, Davide; Giacinto, Giorgio
{{alert(’CSTI’)}}: Large-Scale Detection of Client-Side Template Injection
2025-01-01 Pisu, Lorenzo; Balzarotti, Davide; Maiorca, Davide; Giacinto, Giorgio
On the Feasibility of Android Stegomalware: A Detection Study
2025-01-01 Soi, Diego; Sanna, SILVIA LUCIA; Liguori, Angelica; Zuppelli, Marco; Regano, Leonardo; Maiorca, Davide; Caviglione, Luca; Manco, Giuseppe; Giacinto, Giorgio
Exposing the Cracks: A Case Study on the Quality of Public Linux Malware Data Sets
2025-01-01 Sanna, Alessandro; Canavese, Daniele; Regano, Leonardo; Maiorca, Davide; Giacinto, Giorgio
DroidReach++: Exploring the reachability of native code in android applications
2025-01-01 Borzacchiello, L.; Cornacchia, M.; Maiorca, D.; Giacinto, G.; Coppa, E.
Evaluation of Resource-Aware HTTP/3 Proxies for Smuggling Resilience in IoT Environments
2025-01-01 Pisu, Lorenzo; Pettorru, Giovanni; Regano, Leonardo; Maiorca, Davide; Giacinto, Giorgio; Martalò, Marco
Analysis and detection of android stegomalware: the impact of the loading stage
2025-01-01 Soi, Diego; Sanna, Silvia Lucia; Benedetti, Giacomo; Liguori, Angelica; Regano, Leonardo; Caviglione, Luca; Giacinto, Giorgio
Are Trees Really Green? A Detection Approach of IoT Malware Attacks
2025-01-01 Sanna, Silvia Lucia; Soi, Diego; Maiorca, Davide; Giacinto, Giorgio
Adversarial pruning: A survey and benchmark of pruning methods for adversarial robustness
2025-01-01 Piras, Giorgio; Pintor, Maura; Demontis, Ambra; Biggio, Battista; Giacinto, Giorgio; Roli, Fabio
HO-FMN: Hyperparameter optimization for fast minimum-norm attacks
2025-01-01 Mura, Raffaele; Floris, Giuseppe; Scionis, Luca; Piras, Giorgio; Pintor, Maura; Demontis, Ambra; Giacinto, Giorgio; Biggio, Battista; Roli, Fabio
Oblivion: an open-source system for large-scale analysis of macro-based office malware
2024-01-01 Sanna, Alessandro; Cara, Fabrizio; Maiorca, Davide; Giacinto, Giorgio
Enhancing android malware detection explainability through function call graph APIs
2024-01-01 Soi, Diego; Sanna, Alessandro; Maiorca, Davide; Giacinto, Giorgio
A risk estimation study of native code vulnerabilities in Android applications
2024-01-01 Sanna, S. L.; Soi, D.; Maiorca, D.; Fumera, G.; Giacinto, G.
Bringing Binary Exploitation at Port 80: Understanding C Vulnerabilities in WebAssembly
2024-01-01 Massidda, Emmanuele; Pisu, Lorenzo; Maiorca, Davide; Giacinto, Giorgio
HTTP/3 will not Save you from Request Smuggling: A Methodology to Detect HTTP/3 Header (mis)Validations
2024-01-01 Pisu, Lorenzo; Loi, Federico; Maiorca, Davide; Giacinto, Giorgio
Do you Trust your Device? Open Challenges in IoT Security Analysis
2024-01-01 Binosi, Lorenzo; Mazzini, Pietro; Sanna, Alessandro; Carminati, Michele; Giacinto, Giorgio; Lazzeretti, Riccardo; Zanero, Stefano; Polino, Mario; Coppa, Emilio; Maiorca, Davide
AI for Cybersecurity: Robust models for Authentication, Threat and Anomaly Detection
2023-01-01 Bergadano, Francesco; Giacinto, Giorgio
A Targeted Assessment of Cross-Site Scripting Detection Tools
2023-01-01 Pala, Bruno; Pisu, Lorenzo; Sanna, SILVIA LUCIA; Maiorca, Davide; Giacinto, Giorgio
Special Issue "AI for Cybersecurity: Robust Models for Authentication, Threat and Anomaly Detection"
2023-01-01 Bergadano, F; Giacinto, G
Explaining the use of cryptographic API in Android malware
2023-01-01 Janovsky, Adam; Maiorca, Davide; Macko, Dominik; Matyas, Vashek; Giacinto, Giorgio
Improving malware detection with explainable machine learning
2023-01-01 Scalas, Michele; Rieck, Konrad; Giacinto, Giorgio
Reach Me if You Can: On Native Vulnerability Reachability in Android Apps
2022-01-01 Borzacchiello, Luca; Coppa, Emilio; Maiorca, Davide; Columbu, Andrea; Demetrescu, Camil; Giacinto, Giorgio
Do gradient-based explanations tell anything about adversarial robustness to android malware?
2022-01-01 Melis, M.; Scalas, M.; Demontis, A.; Maiorca, D.; Biggio, B.; Giacinto, G.; Roli, F.
Reach Me if You Can: On Native Vulnerability Reachability in Android Apps
2022-01-01 Borzacchiello, Luca; Coppa, Emilio; Maiorca, Davide; Columbu, Andrea; Demetrescu, Camil; Giacinto, Giorgio
Extended Abstract: Effective Call Graph Fingerprinting for the Analysis and Classification of Windows Malware
2022-01-01 Meloni, Francesco; Sanna, Alessandro; Maiorca, Davide; Giacinto, Giorgio
A Longitudinal Study of Cryptographic API: A Decade of Android Malware
2022-01-01 Janovsky, A; Maiorca, D; Macko, D; Matyas, V; Giacinto, G
Detection of Intrusions and Malware, and Vulnerability Assessment
2022-01-01 Cavallaro, Lorenzo; Gruss, Daniel; Pellegrino, Giancarlo; Giacinto, Giorgio
PowerDecode: a PowerShell Script Decoder Dedicated to Malware Analysis
2021-01-01 Mario Malandrone, Giuseppe; Virdis, Giovanni; Giacinto, Giorgio; Maiorca, Davide
Explanation-Driven Characterization of Android Ransomware
2021-01-01 Scalas, Michele; Rieck, Konrad; Giacinto, Giorgio
Convolutional neural networks for relevance feedback in content based image retrieval: a content based image retrieval system that exploits convolutional neural networks both for feature extraction and for relevance feedback
2020-01-01 Putzu, Lorenzo; Piras, Luca; Giacinto, Giorgio
Towards adversarial malware detection: lessons learned from PDF-based attacks
2020-01-01 Maiorca, D.; Biggio, B.; Giacinto, G.
Adversarial detection of Flash Malware: limitations and Open issues
2020-01-01 Maiorca, D.; Demontis, A.; Biggio, B.; Roli, F.; Giacinto, G.
On the Role of Explainable Machine Learning for Secure Smart Vehicles
2020-01-01 Scalas, Michele; Giacinto, Giorgio
Defensive Programming for Smart Home Cybersecurity
2020-01-01 Rossi, Maria Teresa; Greca, Renan; Iovino, Ludovico; Giacinto, Giorgio; Bertoli, Antonia
On the Feasibility of Adversarial Sample Creation Using the Android System API
2020-01-01 Cara, Fabrizio; Scalas, Michele; Giacinto, Giorgio; Maiorca, Davide
PowerDrive: Accurate De-obfuscation and Analysis of PowerShell Malware
2019-01-01 UGARTE ARZAC, Denis; Maiorca, Davide; Cara, Fabrizio; Giacinto, Giorgio
Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection
2019-01-01 Demontis, Ambra; Melis, Marco; Biggio, Battista; Maiorca, Davide; Arp, Daniel; Rieck, Konrad; Corona, Igino; Giacinto, Giorgio; Roli, Fabio
Detection of Intrusions and Malware, and Vulnerability Assessment
2019-01-01 Perdisci, Roberto; Maurice, Iclémentine; Giacinto, Giorgio; Almgren, Magnus
On the effectiveness of system API-related information for Android ransomware detection
2019-01-01 Scalas, Michele; Maiorca, Davide; Mercaldo, Francesco; Visaggio, Corrado Aaron; Martinelli, Fabio; Giacinto, Giorgio
Automotive cybersecurity: Foundations for next-generation vehicles
2019-01-01 Scalas, M.; Giacinto, G.
Ten years of relevance score for content based image retrieval
2018-01-01 Putzu, Lorenzo; Piras, Luca; Giacinto, Giorgio
Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables
2018-01-01 Kolosnjaji, Bojan; Demontis, Ambra; Biggio, Battista; Maiorca, Davide; Giacinto, Giorgio; Eckert, Claudia; Roli, Fabio
Explaining black-box android malware detection
2018-01-01 Melis, Marco; Maiorca, Davide; Biggio, Battista; Giacinto, Giorgio; Roli, Fabio
| Title | Issue Date | Author(s) | Journal | Publisher |
|---|---|---|---|---|
| AndroWasm: an Empirical Study on Android Malware Obfuscation through WebAssembly | 1-Jan-2026 | Soi, Diego; Sanna, Silvia Lucia; Pisu, Lorenzo; Regano, Leonardo; Giacinto, Giorgio | - | - |
| LLM-Based Auto-Categorization of Android Applications | 1-Jan-2026 | Loi, Pierangelo; Soi, Diego; Regano, Leonardo; Giacinto, Giorgio | - | - |
| Graph-Based Modelling of the Italian Criminal Code as a Knowledge Base for AI-Assisted Inference | 1-Jan-2026 | Yves Cerini, Samuele; Deidda, Nicola; Huang, Yilian; Lilli, Sara; Lobascio, Luca; Russo, Lavinia; Vittoria Zucca, Maria; Fumera, Giorgio; Giacinto, Giorgio; Prinetto, Paolo; Salvatore Marsocci, And | - | - |
| Integrating Human-in-the-Loop AI Systems in the Italian Judicial System | 1-Jan-2026 | Yves Cerini, Samuele; Deidda, Nicola; Lilli, Sara; Vittoria Zucca, Maria; Fumera, Giorgio; Giacinto, Giorgio; Prinetto, Paolo; Marsocci, Salvatore | - | - |
| Race against time: investigating the factors that influence web race condition exploits | 1-Jan-2026 | Loi, Federico; Pisu, Lorenzo; Regano, Leonardo; Maiorca, Davide; Giacinto, Giorgio | COMPUTERS & SECURITY | - |
| An Assessment of the Overlooked Dangers of Template Engines | 1-Jan-2026 | Pisu, Lorenzo; Maiorca, Davide; Giacinto, Giorgio | ACM TRANSACTIONS ON THE WEB | - |
| A Temporal Study on Memory Forensics Artifacts Extraction: the Volatility Reliability | 1-Jan-2026 | Arrus, Aurora; Sanna, Silvia Lucia; Aracri, Antonio; Giacinto, Giorgio | - | - |
| SHAP happens: an explainable IDS for industrial IoT networks | 1-Jan-2025 | Loi, Pierangelo; Canavese, Daniele; Regano, Leonardo; Maiorca, Davide; Giacinto, Giorgio | - | IEEE |
| {{alert(’CSTI’)}}: Large-Scale Detection of Client-Side Template Injection | 1-Jan-2025 | Pisu, Lorenzo; Balzarotti, Davide; Maiorca, Davide; Giacinto, Giorgio | - | - |
| On the Feasibility of Android Stegomalware: A Detection Study | 1-Jan-2025 | Soi, Diego; Sanna, SILVIA LUCIA; Liguori, Angelica; Zuppelli, Marco; Regano, Leonardo; Maiorca, Davide; Caviglione, Luca; Manco, Giuseppe; Giacinto, Giorgio | - | - |
| Exposing the Cracks: A Case Study on the Quality of Public Linux Malware Data Sets | 1-Jan-2025 | Sanna, Alessandro; Canavese, Daniele; Regano, Leonardo; Maiorca, Davide; Giacinto, Giorgio | - | - |
| DroidReach++: Exploring the reachability of native code in android applications | 1-Jan-2025 | Borzacchiello, L.; Cornacchia, M.; Maiorca, D.; Giacinto, G.; Coppa, E. | COMPUTERS & SECURITY | - |
| Evaluation of Resource-Aware HTTP/3 Proxies for Smuggling Resilience in IoT Environments | 1-Jan-2025 | Pisu, Lorenzo; Pettorru, Giovanni; Regano, Leonardo; Maiorca, Davide; Giacinto, Giorgio; Martalò, Marco | - | IEEE |
| Analysis and detection of android stegomalware: the impact of the loading stage | 1-Jan-2025 | Soi, Diego; Sanna, Silvia Lucia; Benedetti, Giacomo; Liguori, Angelica; Regano, Leonardo; Caviglione, Luca; Giacinto, Giorgio | - | ACM |
| Are Trees Really Green? A Detection Approach of IoT Malware Attacks | 1-Jan-2025 | Sanna, Silvia Lucia; Soi, Diego; Maiorca, Davide; Giacinto, Giorgio | - | - |
| Adversarial pruning: A survey and benchmark of pruning methods for adversarial robustness | 1-Jan-2025 | Piras, Giorgio; Pintor, Maura; Demontis, Ambra; Biggio, Battista; Giacinto, Giorgio; Roli, Fabio | PATTERN RECOGNITION | - |
| HO-FMN: Hyperparameter optimization for fast minimum-norm attacks | 1-Jan-2025 | Mura, Raffaele; Floris, Giuseppe; Scionis, Luca; Piras, Giorgio; Pintor, Maura; Demontis, Ambra; Giacinto, Giorgio; Biggio, Battista; Roli, Fabio | NEUROCOMPUTING | - |
| Oblivion: an open-source system for large-scale analysis of macro-based office malware | 1-Jan-2024 | Sanna, Alessandro; Cara, Fabrizio; Maiorca, Davide; Giacinto, Giorgio | JOURNAL OF COMPUTER VIROLOGY AND HACKING TECHNIQUES | - |
| Enhancing android malware detection explainability through function call graph APIs | 1-Jan-2024 | Soi, Diego; Sanna, Alessandro; Maiorca, Davide; Giacinto, Giorgio | JOURNAL OF INFORMATION SECURITY AND APPLICATIONS | - |
| A risk estimation study of native code vulnerabilities in Android applications | 1-Jan-2024 | Sanna, S. L.; Soi, D.; Maiorca, D.; Fumera, G.; Giacinto, G. | JOURNAL OF CYBERSECURITY | - |
| Bringing Binary Exploitation at Port 80: Understanding C Vulnerabilities in WebAssembly | 1-Jan-2024 | Massidda, Emmanuele; Pisu, Lorenzo; Maiorca, Davide; Giacinto, Giorgio | - | - |
| HTTP/3 will not Save you from Request Smuggling: A Methodology to Detect HTTP/3 Header (mis)Validations | 1-Jan-2024 | Pisu, Lorenzo; Loi, Federico; Maiorca, Davide; Giacinto, Giorgio | - | - |
| Do you Trust your Device? Open Challenges in IoT Security Analysis | 1-Jan-2024 | Binosi, Lorenzo; Mazzini, Pietro; Sanna, Alessandro; Carminati, Michele; Giacinto, Giorgio; Lazzeretti, Riccardo; Zanero, Stefano; Polino, Mario; Coppa, Emilio; Maiorca, Davide | - | SciTePress - Science and and Technology Publications |
| AI for Cybersecurity: Robust models for Authentication, Threat and Anomaly Detection | 1-Jan-2023 | Bergadano, Francesco; Giacinto, Giorgio | ALGORITHMS | mdpi |
| A Targeted Assessment of Cross-Site Scripting Detection Tools | 1-Jan-2023 | Pala, Bruno; Pisu, Lorenzo; Sanna, SILVIA LUCIA; Maiorca, Davide; Giacinto, Giorgio | - | - |
| Special Issue "AI for Cybersecurity: Robust Models for Authentication, Threat and Anomaly Detection" | 1-Jan-2023 | Bergadano, F; Giacinto, G | ALGORITHMS | - |
| Explaining the use of cryptographic API in Android malware | 1-Jan-2023 | Janovsky, Adam; Maiorca, Davide; Macko, Dominik; Matyas, Vashek; Giacinto, Giorgio | - | Springer |
| Improving malware detection with explainable machine learning | 1-Jan-2023 | Scalas, Michele; Rieck, Konrad; Giacinto, Giorgio | - | Elsevier |
| Reach Me if You Can: On Native Vulnerability Reachability in Android Apps | 1-Jan-2022 | Borzacchiello, Luca; Coppa, Emilio; Maiorca, Davide; Columbu, Andrea; Demetrescu, Camil; Giacinto, Giorgio | - | - |
| Do gradient-based explanations tell anything about adversarial robustness to android malware? | 1-Jan-2022 | Melis, M.; Scalas, M.; Demontis, A.; Maiorca, D.; Biggio, B.; Giacinto, G.; Roli, F. | INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS | - |
| Reach Me if You Can: On Native Vulnerability Reachability in Android Apps | 1-Jan-2022 | Borzacchiello, Luca; Coppa, Emilio; Maiorca, Davide; Columbu, Andrea; Demetrescu, Camil; Giacinto, Giorgio | - | Springer |
| Extended Abstract: Effective Call Graph Fingerprinting for the Analysis and Classification of Windows Malware | 1-Jan-2022 | Meloni, Francesco; Sanna, Alessandro; Maiorca, Davide; Giacinto, Giorgio | - | Springer |
| A Longitudinal Study of Cryptographic API: A Decade of Android Malware | 1-Jan-2022 | Janovsky, A; Maiorca, D; Macko, D; Matyas, V; Giacinto, G | - | SCITEPRESS |
| Detection of Intrusions and Malware, and Vulnerability Assessment | 1-Jan-2022 | Cavallaro, Lorenzo; Gruss, Daniel; Pellegrino, Giancarlo; Giacinto, Giorgio | - | Springer, Cham |
| PowerDecode: a PowerShell Script Decoder Dedicated to Malware Analysis | 1-Jan-2021 | Mario Malandrone, Giuseppe; Virdis, Giovanni; Giacinto, Giorgio; Maiorca, Davide | - | CEUR-WS.org |
| Explanation-Driven Characterization of Android Ransomware | 1-Jan-2021 | Scalas, Michele; Rieck, Konrad; Giacinto, Giorgio | - | - |
| Convolutional neural networks for relevance feedback in content based image retrieval: a content based image retrieval system that exploits convolutional neural networks both for feature extraction and for relevance feedback | 1-Jan-2020 | Putzu, Lorenzo; Piras, Luca; Giacinto, Giorgio | MULTIMEDIA TOOLS AND APPLICATIONS | - |
| Towards adversarial malware detection: lessons learned from PDF-based attacks | 1-Jan-2020 | Maiorca, D.; Biggio, B.; Giacinto, G. | ACM COMPUTING SURVEYS | - |
| Adversarial detection of Flash Malware: limitations and Open issues | 1-Jan-2020 | Maiorca, D.; Demontis, A.; Biggio, B.; Roli, F.; Giacinto, G. | COMPUTERS & SECURITY | - |
| On the Role of Explainable Machine Learning for Secure Smart Vehicles | 1-Jan-2020 | Scalas, Michele; Giacinto, Giorgio | - | IEEE (Institute of Electrical and Electronics Engineers) |
| Defensive Programming for Smart Home Cybersecurity | 1-Jan-2020 | Rossi, Maria Teresa; Greca, Renan; Iovino, Ludovico; Giacinto, Giorgio; Bertoli, Antonia | - | IEEE (Institute of Electrical and Electronics Engineers) |
| On the Feasibility of Adversarial Sample Creation Using the Android System API | 1-Jan-2020 | Cara, Fabrizio; Scalas, Michele; Giacinto, Giorgio; Maiorca, Davide | INFORMATION | - |
| PowerDrive: Accurate De-obfuscation and Analysis of PowerShell Malware | 1-Jan-2019 | UGARTE ARZAC, Denis; Maiorca, Davide; Cara, Fabrizio; Giacinto, Giorgio | - | Springer |
| Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection | 1-Jan-2019 | Demontis, Ambra; Melis, Marco; Biggio, Battista; Maiorca, Davide; Arp, Daniel; Rieck, Konrad; Corona, Igino; Giacinto, Giorgio; Roli, Fabio | IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING | - |
| Detection of Intrusions and Malware, and Vulnerability Assessment | 1-Jan-2019 | Perdisci, Roberto; Maurice, Iclémentine; Giacinto, Giorgio; Almgren, Magnus | - | Springer |
| On the effectiveness of system API-related information for Android ransomware detection | 1-Jan-2019 | Scalas, Michele; Maiorca, Davide; Mercaldo, Francesco; Visaggio, Corrado Aaron; Martinelli, Fabio; Giacinto, Giorgio | COMPUTERS & SECURITY | - |
| Automotive cybersecurity: Foundations for next-generation vehicles | 1-Jan-2019 | Scalas, M.; Giacinto, G. | - | IEEE (Institute of Electrical and Electronics Engineers) |
| Ten years of relevance score for content based image retrieval | 1-Jan-2018 | Putzu, Lorenzo; Piras, Luca; Giacinto, Giorgio | - | Springer Verlag |
| Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables | 1-Jan-2018 | Kolosnjaji, Bojan; Demontis, Ambra; Biggio, Battista; Maiorca, Davide; Giacinto, Giorgio; Eckert, Claudia; Roli, Fabio | - | IEEE (Institute of Electrical and Electronics Engineers) |
| Explaining black-box android malware detection | 1-Jan-2018 | Melis, Marco; Maiorca, Davide; Biggio, Battista; Giacinto, Giorgio; Roli, Fabio | - | IEEE, Institute of Electrical and Electronics Engineers |
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