Prodotti della ricerca
UNICA IRIS Institutional Research Information System
IRIS è il sistema di gestione integrata dei dati della ricerca (persone, progetti, pubblicazioni, attività) adottato dall'Università degli Studi di Cagliari dal mese di luglio 2015.
| Titolo | Data di pubblicazione | Autore(i) | Rivista | Editore |
|---|---|---|---|---|
| Adversarial Detection of Flash Malware: Limitations and Open Issues | 2020 | Maiorca, D.; Demontis, A.; Biggio, B.; Roli, F.; Giacinto, G. | COMPUTERS & SECURITY | |
| 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 | |
| On the Feasibility of Adversarial Sample Creation Using the Android System API | 2020 | Cara, Fabrizio; Scalas, Michele; Giacinto, Giorgio; Maiorca, Davide | INFORMATION | |
| Defensive Programming for Smart Home Cybersecurity | 2020 | Rossi, Maria Teresa; Greca, Renan; Iovino, Ludovico; Giacinto, Giorgio; Bertoli, Antonia | IEEE | |
| On the Role of Explainable Machine Learning for Secure Smart Vehicles | 2020 | Scalas, Michele; Giacinto, Giorgio | IEEE | |
| 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 | |
| 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) | |
| PowerDrive: Accurate De-obfuscation and Analysis of PowerShell Malware | 2019 | Ugarte, Denis; Maiorca, Davide; Cara, Fabrizio; Giacinto, Giorgio | Springer | |
| Towards adversarial malware detection: lessons learned from PDF-based attacks | 2019 | Maiorca, D.; Biggio, B.; Giacinto, G. | ACM COMPUTING SURVEYS | |
| 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 | |
| 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) | |
| Explaining black-box android malware detection | 2018 | Melis, Marco; Maiorca, Davide; Biggio, Battista; Giacinto, Giorgio; Roli, Fabio | IEEE, Institute of Electrical and Electronics Engineers | |
| Ten years of relevance score for content based image retrieval | 2018 | Putzu, Lorenzo; Piras, Luca; Giacinto, Giorgio | Springer Verlag | |
| 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 | |
| DroidSieve: Fast and accurate classification of obfuscated android malware | 2017 | Suarez Tangil, Guillermo; Dash, Santanu Kumar; Ahmadi, Mansour; Kinder, Johannes; Giacinto, Giorg...io; Cavallaro, Lorenzo | Association for Computing Machinery | |
| 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 | |
| Infinity-norm support vector machines against adversarial label contamination | 2017 | Demontis, Ambra; Biggio, Battista; Fumera, Giorgio; Giacinto, Giorgio; Roli, Fabio | CEUR-WS | |
| R-PackDroid: API package-based characterization and detection of mobile ransomware | 2017 | Maiorca, Davide; Mercaldo, Francesco; Giacinto, Giorgio; Visaggio, Corrado Aaron; Martinelli, Fabio | ACM | |
| 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 | |
| IntelliAV: Toward the feasibility of building intelligent anti-malware on Android devices | 2017 | Ahmadi, Mansour; Sotgiu, Angelo; Giacinto, Giorgio | Springer | |
| Information fusion in content based image retrieval: A comprehensive overview | 2017 | Piras L; Giacinto G | INFORMATION FUSION | |
| Clustering android malware families by Http traffic | 2016 | Aresu, Marco; Ariu, Davide; Ahmadi, Mansour; Maiorca, Davide; Giacinto, Giorgio | IEEE (Institute of Electrical and Electronics Engineers) | |
| Pharmaguard WebApp: An application for the detection of illegal online pharmacies | 2016 | Contini, Matteo; Corona, Igino; Mulas, Alessio; Giacinto, Giorgio; Ariu, Davide | CEUR-WS | |
| Novel Feature Extraction, Selection and Fusion for Effective Malware Family Classification | 2016 | Ahmadi M; Ulyanov D; Semenov S; Trofimov M; Giacinto G | ACM | |
| Evaluating Analysis Tools for Android Apps: Status Quo and Robustness Against Obfuscation | 2016 | Hoffmann J; Rytilahti T; Maiorca D; Winandy M; Giacinto G; Holz T | ACM | |
| Who are you? A statistical approach to measuring user authenticity | 2016 | Jain, S; Mandell Freeman, M; Biggio, Battista; Duermuth, M; Giacinto, Giorgio | The Internet Society | |
| A (Cyber)ROAD to the Future: A Methodology for Building Cybersecurity Research Roadmaps | 2016 | Ariu, Davide; Didaci, Luca; Fumera, Giorgio; Giacinto, Giorgio; Roli, Fabio; Frumento, Enrico; Fr...eschi, Federica | Springer | |
| Detecting Misuse of Google Cloud Messaging in Android Badware | 2016 | Ahmadi, Mansour; Biggio, Battista; Arzt, S; Ariu, Davide; Giacinto, Giorgio | ACM (Association for Computing Machinery) | |
| An Evasion Resilient Approach to the Detection of Malicious PDF Files | 2015 | Maiorca D; Ariu D; Corona I; Giacinto G | Springer | |
| A Structural and Content-Based Approach for a Precise and Robust Detection of Malicious PDF Files | 2015 | Maiorca, Davide; Ariu, Davide; Corona, Igino; Giacinto, Giorgio | SciTePress | |
| DLLMiner: structural mining for malware detection | 2015 | Narouei M; Ahmadi M; Giacinto G; Takabi H; Sami A | SECURITY AND COMMUNICATION NETWORKS | |
| Machine Learning in Security Applications | 2015 | Ariu D; Corona I; Tronci R; Giacinto G | TRANSACTIONS ON MACHINE LEARNING AND DATA MINING | |
| A hybrid approach for retrieving diverse social images of landmarks | 2015 | Dang Nguyen D N; Piras L; Giacinto G; Boato G; De Natale F | IEEE | |
| User-driven Nearest-Neighbour Exploration of Image Archives | 2015 | Piras, Luca; Furcas, D; Giacinto, Giorgio | ||
| 2020 Cybercrime Economic Costs: No Measure No Solution | 2015 | Armin, J; Thompson, B; Ariu, Davide; Giacinto, Giorgio; Roli, Fabio; Kijewski, P. | IEEE (Institute of Electrical and Electronics Engineers) | |
| Fast image classification with reduced multiclass support vector machines | 2015 | Melis, Marco; Piras, Luca; Biggio, Battista; Giacinto, Giorgio; Fumera, Giorgio; Roli, Fabio | Springer | |
| PharmaGuard: Automatic identification of illegal search-indexed online pharmacies | 2015 | Corona I; Contini M; Ariu D; Giacinto G; Roli F; Lund M; Marinelli G | IEEE | |
| On the Robustness of Mobile Device Fingerprinting | 2015 | Hupperich, T; Maiorca, D; Kührer, M; Holz, T; Giacinto, G | ACM | |
| One-and-a-half-class multiple classifier systems for secure learning against evasion attacks at test time | 2015 | Biggio, Battista; Corona, Igino; He, Z. M.; Chan P., P; Giacinto, Giorgio; Yeung D., S; Roli, Fabio | Springer Verlag | |
| Yet Another Cybersecurity Roadmapping Methodology | 2015 | Ariu, Davide; Didaci, Luca; Fumera, Giorgio; Frumento, E; Freschi, F; Giacinto, Giorgio; Roli, Fabio | IEEE | |
| Multimodal-based Diversified Summarization in Social Image Retrieval | 2015 | Dang Nguyen, Duc Tien; Boato, G; De Natale F. G., B; Piras, Luca; Giacinto, Giorgio; Tuveri, F; A...ngioni, M. | ||
| Stealth attacks: An extended insight into the obfuscation effects on Android malware | 2015 | Maiorca D; Ariu D; Corona I; Aresu M; Giacinto G | COMPUTERS & SECURITY | |
| Lux0R: Detection of Malicious PDF-embedded JavaScript code through Discriminant Analysis of API References | 2014 | Corona I; Maiorca D; Ariu D; Giacinto G | ACM | |
| Open issues on codebook generation in image classification tasks | 2014 | Piras L; Giacinto G | LECTURE NOTES IN COMPUTER SCIENCE | Springer |
| Security Evaluation of Support Vector Machines in Adversarial Environments | 2014 | Biggio B; Corona I; Nelson BA; Rubinstein BIP; Maiorca D; Fumera G; Giacinto G; Roli F | Springer International Publishing | |
| Retrieval of Diverse Images by Pre-filtering and Hierarchical Clustering | 2014 | Dang-Nguyen D T; Piras L; Giacinto G; Boato G; De Natale F G B | CEUR WORKSHOP PROCEEDINGS | |
| Poisoning behavioral malware clustering | 2014 | Biggio, Battista; Rieck, K; Ariu, Davide; Wressnegger, C; Corona, Igino; Giacinto, Giorgio; Roli,... Fabio | ACM | |
| Looking at the bag is not enough to find the bomb: an evasion of structural methods for malicious PDF files detection | 2013 | Maiorca D; Corona I; Giacinto G | ACM | |
| Diversity in Ensembles of Codebooks for Visual Concept Detection | 2013 | Piras L; Tronci R; Giacinto G | LECTURE NOTES IN COMPUTER SCIENCE | Springer |
