Davide Maiorca
Davide Maiorca
Assistant Professor of Computer Engineering at University of Cagliari, Italy
Email verificata su unica.it
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Citata da
Citata da
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Evasion attacks against machine learning at test time
B Biggio, I Corona, D Maiorca, B Nelson, N Šrndić, P Laskov, G Giacinto, ...
Joint European conference on machine learning and knowledge discovery in …, 2013
8912013
Adversarial malware binaries: Evading deep learning for malware detection in executables
B Kolosnjaji, A Demontis, B Biggio, D Maiorca, G Giacinto, C Eckert, ...
2018 26th European signal processing conference (EUSIPCO), 533-537, 2018
1802018
Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection
A Demontis, M Melis, B Biggio, D Maiorca, D Arp, K Rieck, I Corona, ...
IEEE Transactions on Dependable and Secure Computing, 2017
1632017
Stealth attacks: An extended insight into the obfuscation effects on android malware
D Maiorca, D Ariu, I Corona, M Aresu, G Giacinto
Computers & Security 51, 16-31, 2015
1332015
Looking at the bag is not enough to find the bomb: an evasion of structural methods for malicious pdf files detection
D Maiorca, I Corona, G Giacinto
Proceedings of the 8th ACM SIGSAC symposium on Information, computer and …, 2013
1292013
A pattern recognition system for malicious pdf files detection
D Maiorca, G Giacinto, I Corona
International workshop on machine learning and data mining in pattern …, 2012
1162012
Security evaluation of support vector machines in adversarial environments
B Biggio, I Corona, B Nelson, BIP Rubinstein, D Maiorca, G Fumera, ...
Support Vector Machines Applications, 105-153, 2014
1002014
R-PackDroid: API package-based characterization and detection of mobile ransomware
D Maiorca, F Mercaldo, G Giacinto, CA Visaggio, F Martinelli
Proceedings of the symposium on applied computing, 1718-1723, 2017
792017
Lux0r: Detection of malicious pdf-embedded javascript code through discriminant analysis of api references
I Corona, D Maiorca, D Ariu, G Giacinto
Proceedings of the 2014 workshop on artificial intelligent and security …, 2014
682014
On the robustness of mobile device fingerprinting: Can mobile users escape modern web-tracking mechanisms?
T Hupperich, D Maiorca, M Kührer, T Holz, G Giacinto
Proceedings of the 31st Annual Computer Security Applications Conference …, 2015
542015
A structural and content-based approach for a precise and robust detection of malicious pdf files
D Maiorca, D Ariu, I Corona, G Giacinto
Proceedings of the 1st International Conference on Information Systems …, 2015
432015
Clustering Android Malware Families by Http Traffic
M Aresu, D Ariu, M Ahmadi, D Maiorca, G Giacinto
402015
On the effectiveness of system API-related information for Android ransomware detection
M Scalas, D Maiorca, F Mercaldo, CA Visaggio, F Martinelli, G Giacinto
Computers & Security 86, 168-182, 2019
382019
Towards adversarial malware detection: Lessons learned from PDF-based attacks
D Maiorca, B Biggio, G Giacinto
ACM Computing Surveys (CSUR) 52 (4), 1-36, 2019
382019
Explaining black-box android malware detection
M Melis, D Maiorca, B Biggio, G Giacinto, F Roli
2018 26th European Signal Processing Conference (EUSIPCO), 524-528, 2018
312018
Yes
A Demontis, M Melis, B Biggio, D Maiorca, D Arp, K Rieck, I Corona, ...
Machine Learning Can Be More Secure, 711-724, 2018
242018
Digital investigation of pdf files: Unveiling traces of embedded malware
D Maiorca, B Biggio
IEEE Security & Privacy 17 (1), 63-71, 2019
202019
Evaluating analysis tools for android apps: Status quo and robustness against obfuscation
J Hoffmann, T Rytilahti, D Maiorca, M Winandy, G Giacinto, T Holz
Proceedings of the Sixth ACM Conference on Data and Application Security and …, 2016
202016
Adversarial detection of flash malware: Limitations and open issues
D Maiorca, A Demontis, B Biggio, F Roli, G Giacinto
Computers & Security 96, 101901, 2020
152020
PowerDrive: accurate de-obfuscation and analysis of PowerShell malware
D Ugarte, D Maiorca, F Cara, G Giacinto
International Conference on Detection of Intrusions and Malware, and …, 2019
82019
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
Articoli 1–20