Sfoglia per Autore
Enhancing android malware detection explainability through function call graph APIs
2024-01-01 Soi, Diego; Sanna, Alessandro; Maiorca, Davide; Giacinto, Giorgio
Improving malware detection with explainable machine learning
2023-01-01 Scalas, Michele; Rieck, Konrad; Giacinto, Giorgio
Special Issue "AI for Cybersecurity: Robust Models for Authentication, Threat and Anomaly Detection"
2023-01-01 Bergadano, F; Giacinto, G
A Targeted Assessment of Cross-Site Scripting Detection Tools
2023-01-01 Pala, Bruno; Pisu, Lorenzo; Sanna, SILVIA LUCIA; Maiorca, Davide; Giacinto, Giorgio
Explaining the Use of Cryptographic API in Android Malware
2023-01-01 Janovsky, Adam; Maiorca, Davide; Macko, Dominik; Matyas, Vashek; Giacinto, Giorgio
AI for Cybersecurity: Robust models for Authentication, Threat and Anomaly Detection
2023-01-01 Bergadano, Francesco; Giacinto, Giorgio
Detection of Intrusions and Malware, and Vulnerability Assessment
2022-01-01 Cavallaro, Lorenzo; Gruss, Daniel; Pellegrino, Giancarlo; 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
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
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
A Longitudinal Study of Cryptographic API: A Decade of Android Malware
2022-01-01 Janovsky, A; Maiorca, D; Macko, D; Matyas, V; Giacinto, G
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.
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
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
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
Detection of Intrusions and Malware, and Vulnerability Assessment
2019-01-01 Perdisci, Roberto; Maurice, Iclémentine; Giacinto, Giorgio; Almgren, Magnus
| Titolo | Data di pubblicazione | Autore(i) | Rivista | Editore |
|---|---|---|---|---|
| Enhancing android malware detection explainability through function call graph APIs | 1-gen-2024 | Soi, Diego; Sanna, Alessandro; Maiorca, Davide; Giacinto, Giorgio | JOURNAL OF INFORMATION SECURITY AND APPLICATIONS | - |
| Improving malware detection with explainable machine learning | 1-gen-2023 | Scalas, Michele; Rieck, Konrad; Giacinto, Giorgio | - | Academic Press |
| Special Issue "AI for Cybersecurity: Robust Models for Authentication, Threat and Anomaly Detection" | 1-gen-2023 | Bergadano, F; Giacinto, G | ALGORITHMS | - |
| A Targeted Assessment of Cross-Site Scripting Detection Tools | 1-gen-2023 | Pala, Bruno; Pisu, Lorenzo; Sanna, SILVIA LUCIA; Maiorca, Davide; Giacinto, Giorgio | - | - |
| Explaining the Use of Cryptographic API in Android Malware | 1-gen-2023 | Janovsky, Adam; Maiorca, Davide; Macko, Dominik; Matyas, Vashek; Giacinto, Giorgio | - | Springer |
| AI for Cybersecurity: Robust models for Authentication, Threat and Anomaly Detection | 1-gen-2023 | Bergadano, Francesco; Giacinto, Giorgio | ALGORITHMS | mdpi |
| Detection of Intrusions and Malware, and Vulnerability Assessment | 1-gen-2022 | Cavallaro, Lorenzo; Gruss, Daniel; Pellegrino, Giancarlo; Giacinto, Giorgio | - | Springer, Cham |
| Reach Me if You Can: On Native Vulnerability Reachability in Android Apps | 1-gen-2022 | 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 | 1-gen-2022 | Meloni, Francesco; Sanna, Alessandro; Maiorca, Davide; Giacinto, Giorgio | - | Springer |
| Reach Me if You Can: On Native Vulnerability Reachability in Android Apps | 1-gen-2022 | Borzacchiello, Luca; Coppa, Emilio; Maiorca, Davide; Columbu, Andrea; Demetrescu, Camil; Giacinto, Giorgio | - | Springer |
| A Longitudinal Study of Cryptographic API: A Decade of Android Malware | 1-gen-2022 | Janovsky, A; Maiorca, D; Macko, D; Matyas, V; Giacinto, G | - | SCITEPRESS |
| Do gradient-based explanations tell anything about adversarial robustness to android malware? | 1-gen-2022 | Melis, M.; Scalas, M.; Demontis, A.; Maiorca, D.; Biggio, B.; Giacinto, G.; Roli, F. | INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS | - |
| PowerDecode: a PowerShell Script Decoder Dedicated to Malware Analysis | 1-gen-2021 | Mario Malandrone, Giuseppe; Virdis, Giovanni; Giacinto, Giorgio; Maiorca, Davide | - | CEUR-WS.org |
| Explanation-Driven Characterization of Android Ransomware | 1-gen-2021 | Scalas, Michele; Rieck, Konrad; Giacinto, Giorgio | - | - |
| Adversarial Detection of Flash Malware: Limitations and Open Issues | 1-gen-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-gen-2020 | Scalas, Michele; Giacinto, Giorgio | - | IEEE (Institute of Electrical and Electronics Engineers) |
| Defensive Programming for Smart Home Cybersecurity | 1-gen-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-gen-2020 | Cara, Fabrizio; Scalas, Michele; Giacinto, Giorgio; Maiorca, Davide | INFORMATION | - |
| 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-gen-2020 | Putzu, Lorenzo; Piras, Luca; Giacinto, Giorgio | MULTIMEDIA TOOLS AND APPLICATIONS | - |
| Detection of Intrusions and Malware, and Vulnerability Assessment | 1-gen-2019 | Perdisci, Roberto; Maurice, Iclémentine; Giacinto, Giorgio; Almgren, Magnus | - | Springer |
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