| Titolo |
Data di pubblicazione |
Autore(i) |
Rivista |
Editore |
| Explanation-Driven Characterization of Android Ransomware |
2021 |
Scalas, Michele; Rieck, Konrad; Giacinto, Giorgio |
|
|
| Do gradient-based explanations tell anything about adversarial robustness to android malware? |
2021 |
Melis, M.; Scalas, M.; Demontis, A.; Maiorca, D.; Biggio, B.; Giacinto, G.; Roli, F. |
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS |
|
| 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 |
Putzu, Lorenzo; Piras, Luca; Giacinto, Giorgio |
MULTIMEDIA TOOLS AND APPLICATIONS |
|
| Defensive Programming for Smart Home Cybersecurity |
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 |
2020 |
Cara, Fabrizio; Scalas, Michele; Giacinto, Giorgio; Maiorca, Davide |
INFORMATION |
|
| Adversarial Detection of Flash Malware: Limitations and Open Issues |
2020 |
Maiorca, D.; Demontis, A.; Biggio, B.; Roli, F.; Giacinto, G. |
COMPUTERS & SECURITY |
|
| On the Role of Explainable Machine Learning for Secure Smart Vehicles |
2020 |
Scalas, Michele; Giacinto, Giorgio |
|
IEEE (Institute of Electrical and Electronics Engineers) |
| Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection |
2019 |
Demontis, Ambra; Melis, Marco; Biggio, Battista; Maiorca, Davide; Arp, Daniel; Rieck, Konrad; Cor...ona, Igino; Giacinto, Giorgio; Roli, Fabio |
IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING |
|
| On the effectiveness of system API-related information for Android ransomware detection |
2019 |
Scalas, Michele; Maiorca, Davide; Mercaldo, Francesco; Visaggio, Corrado Aaron; Martinelli, Fabio...; Giacinto, Giorgio |
COMPUTERS & SECURITY |
|
| PowerDrive: Accurate De-obfuscation and Analysis of PowerShell Malware |
2019 |
Ugarte, Denis; Maiorca, Davide; Cara, Fabrizio; Giacinto, Giorgio |
|
Springer |
| Detection of Intrusions and Malware, and Vulnerability Assessment |
2019 |
Perdisci, Roberto; Maurice, iClémentine; Giacinto, Giorgio; Almgren, Magnus |
|
Springer |
| Automotive cybersecurity: Foundations for next-generation vehicles |
2019 |
Scalas, M.; Giacinto, G. |
|
IEEE (Institute of Electrical and Electronics Engineers) |
| Towards adversarial malware detection: lessons learned from PDF-based attacks |
2019 |
Maiorca, D.; Biggio, B.; Giacinto, G. |
ACM COMPUTING SURVEYS |
|
| Ten years of relevance score for content based image retrieval |
2018 |
Putzu, Lorenzo; Piras, Luca; Giacinto, Giorgio |
|
Springer Verlag |
| Explaining black-box android malware detection |
2018 |
Melis, Marco; Maiorca, Davide; Biggio, Battista; Giacinto, Giorgio; Roli, Fabio |
|
IEEE, Institute of Electrical and Electronics Engineers |
| Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables |
2018 |
Kolosnjaji, Bojan; Demontis, Ambra; Biggio, Battista; Maiorca, Davide; Giacinto, Giorgio; Eckert,... Claudia; Roli, Fabio |
|
IEEE (Institute of Electrical and Electronics Engineers) |
| Deepsquatting: Learning-based typosquatting detection at deeper domain levels |
2017 |
Piredda, Paolo; Ariu, Davide; Biggio, Battista; Corona, Igino; Piras, Luca; Giacinto, Giorgio; Ro...li, Fabio |
|
Springer |
| R-PackDroid: API package-based characterization and detection of mobile ransomware |
2017 |
Maiorca, Davide; Mercaldo, Francesco; Giacinto, Giorgio; Visaggio, Corrado Aaron; Martinelli, Fabio |
|
ACM |
| Multimodal retrieval with diversification and relevance feedback for tourist attraction images |
2017 |
Dang Nguyen, Duc Tien; Piras, Luca; Giacinto, Giorgio; Boato, Giulia; De Natale, Francesco GB |
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS |
|
| Detection of malicious scripting code through discriminant and adversary-aware API analysis |
2017 |
Maiorca, Davide; Russu, Paolo; Corona, Igino; Biggio, Battista; Giacinto, Giorgio |
|
CEUR-WS |
Università degli Studi di Cagliari
