Davide Maiorca

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 41

Top Venues

University of Cagliari, Italy (PHD)

Education History

University of Cagliari, Italy

PHD

Publications

Lorenzo Pisu, Davide Maiorca, Giorgio Giacinto
A Survey of the Overlooked Dangers of Template Engines. CoRR (2024)
Diego Soi, Alessandro Sanna, Davide Maiorca, Giorgio Giacinto
Enhancing android malware detection explainability through function call graph APIs. J. Inf. Secur. Appl. 80 (2024)
Silvia Lucia Sanna, Diego Soi, Davide Maiorca, Giorgio Fumera, Giorgio Giacinto
A Risk Estimation Study of Native Code Vulnerabilities in Android Applications. CoRR (2024)
Diego Soi, Davide Maiorca, Giorgio Giacinto, Harel Berger
Can you See me? On the Visibility of NOPs against Android Malware Detectors. CoRR (2023)
Maura Pintor, Giulia Orrù, Davide Maiorca, Ambra Demontis, Luca Demetrio, Gian Luca Marcialis, Battista Biggio, Fabio Roli
Cybersecurity and AI: The PRALab Research Experience. Ital-IA (2023)
Bruno Pala, Lorenzo Pisu, Silvia Lucia Sanna, Davide Maiorca, Giorgio Giacinto
A Targeted Assessment of Cross-Site Scripting Detection Tools. ITASEC (2023)
Francesco Meloni, Alessandro Sanna, Davide Maiorca, Giorgio Giacinto
Extended Abstract: Effective Call Graph Fingerprinting for the Analysis and Classification of Windows Malware. DIMVA (2022)
Adam Janovsky, Davide Maiorca, Dominik Macko, Vashek Matyas, Giorgio Giacinto
Explaining the Use of Cryptographic API in Android Malware. ICSBT/SECRYPT (Revised Selected Papers) (2022)
Marco Melis, Michele Scalas, Ambra Demontis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli
Do gradient-based explanations tell anything about adversarial robustness to android malware? Int. J. Mach. Learn. Cybern. 13 (1) (2022)
Adam Janovsky, Davide Maiorca, Dominik Macko, Vashek Matyas, Giorgio Giacinto
A Longitudinal Study of Cryptographic API: A Decade of Android Malware. SECRYPT (2022)
Adam Janovsky, Davide Maiorca, Dominik Macko, Vashek Matyas, Giorgio Giacinto
A Longitudinal Study of Cryptographic API - a Decade of Android Malware. CoRR (2022)
Luca Borzacchiello, Emilio Coppa, Davide Maiorca, Andrea Columbu, Camil Demetrescu, Giorgio Giacinto
Reach Me if You Can: On Native Vulnerability Reachability in Android Apps. ESORICS (3) (2022)
Giuseppe Mario Malandrone, Giovanni Virdis, Giorgio Giacinto, Davide Maiorca
PowerDecode: A PowerShell Script Decoder Dedicated to Malware Analysis. ITASEC (2021)
Marco Melis, Michele Scalas, Ambra Demontis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli
Do Gradient-based Explanations Tell Anything About Adversarial Robustness to Android Malware? CoRR (2020)
Davide Maiorca, Ambra Demontis, Battista Biggio, Fabio Roli, Giorgio Giacinto
Adversarial Detection of Flash Malware: Limitations and Open Issues. Comput. Secur. 96 (2020)
Fabrizio Cara, Michele Scalas, Giorgio Giacinto, Davide Maiorca
On the Feasibility of Adversarial Sample Creation Using the Android System API. Inf. 11 (9) (2020)
Denis Ugarte, Davide Maiorca, Fabrizio Cara, Giorgio Giacinto
PowerDrive: Accurate De-Obfuscation and Analysis of PowerShell Malware. CoRR (2019)
Denis Ugarte, Davide Maiorca, Fabrizio Cara, Giorgio Giacinto
PowerDrive: Accurate De-obfuscation and Analysis of PowerShell Malware. DIMVA (2019)
Ambra Demontis, Marco Melis, Battista Biggio, Davide Maiorca, Daniel Arp, Konrad Rieck, Igino Corona, Giorgio Giacinto, Fabio Roli
Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection. IEEE Trans. Dependable Secur. Comput. 16 (4) (2019)
Michele Scalas, Davide Maiorca, Francesco Mercaldo, Corrado Aaron Visaggio, Fabio Martinelli, Giorgio Giacinto
On the effectiveness of system API-related information for Android ransomware detection. Comput. Secur. 86 (2019)
Davide Maiorca, Battista Biggio
Digital Investigation of PDF Files: Unveiling Traces of Embedded Malware. IEEE Secur. Priv. 17 (1) (2019)
Davide Maiorca, Battista Biggio, Giorgio Giacinto
Towards Adversarial Malware Detection: Lessons Learned from PDF-based Attacks. ACM Comput. Surv. 52 (4) (2019)
Bojan Kolosnjaji, Ambra Demontis, Battista Biggio, Davide Maiorca, Giorgio Giacinto, Claudia Eckert, Fabio Roli
Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables. CoRR (2018)
Marco Melis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli
Explaining Black-box Android Malware Detection. CoRR (2018)
Michele Scalas, Davide Maiorca, Francesco Mercaldo, Corrado Aaron Visaggio, Fabio Martinelli, Giorgio Giacinto
R-PackDroid: Practical On-Device Detection of Android Ransomware. CoRR (2018)
Davide Maiorca, Battista Biggio, Giorgio Giacinto
Towards Robust Detection of Adversarial Infection Vectors: Lessons Learned in PDF Malware. CoRR (2018)
Bojan Kolosnjaji, Ambra Demontis, Battista Biggio, Davide Maiorca, Giorgio Giacinto, Claudia Eckert, Fabio Roli
Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables. EUSIPCO (2018)
Marco Melis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli
Explaining Black-box Android Malware Detection. EUSIPCO (2018)
Ambra Demontis, Marco Melis, Battista Biggio, Davide Maiorca, Daniel Arp, Konrad Rieck, Igino Corona, Giorgio Giacinto, Fabio Roli
Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection. CoRR (2017)
Davide Maiorca, Battista Biggio
Digital Investigation of PDF Files: Unveiling Traces of Embedded Malware. CoRR (2017)
Davide Maiorca, Battista Biggio, Maria Elena Chiappe, Giorgio Giacinto
Adversarial Detection of Flash Malware: Limitations and Open Issues. CoRR (2017)
Battista Biggio, Igino Corona, Davide Maiorca, Blaine Nelson, Nedim Srndic, Pavel Laskov, Giorgio Giacinto, Fabio Roli
Evasion Attacks against Machine Learning at Test Time. CoRR (2017)
Davide Maiorca, Paolo Russu, Igino Corona, Battista Biggio, Giorgio Giacinto
Detection of Malicious Scripting Code Through Discriminant and Adversary-Aware API Analysis. ITASEC (2017)
Davide Maiorca, Francesco Mercaldo, Giorgio Giacinto, Corrado Aaron Visaggio, Fabio Martinelli
R-PackDroid: API package-based characterization and detection of mobile ransomware. SAC (2017)
Johannes Hoffmann, Teemu Rytilahti, Davide Maiorca, Marcel Winandy, Giorgio Giacinto, Thorsten Holz
Evaluating Analysis Tools for Android Apps: Status Quo and Robustness Against Obfuscation. CODASPY (2016)
Igino Corona, Battista Biggio, Davide Maiorca
AdversariaLib: An Open-source Library for the Security Evaluation of Machine Learning Algorithms Under Attack. CoRR (2016)
Davide Maiorca, Davide Ariu, Igino Corona, Marco Aresu, Giorgio Giacinto
Stealth attacks: An extended insight into the obfuscation effects on Android malware. Comput. Secur. 51 (2015)
Davide Maiorca, Davide Ariu, Igino Corona, Giorgio Giacinto
An Evasion Resilient Approach to the Detection of Malicious PDF Files. ICISSP (Revised Selected Papers) (2015)
Thomas Hupperich, Davide Maiorca, Marc Kührer, Thorsten Holz, Giorgio Giacinto
On the Robustness of Mobile Device Fingerprinting: Can Mobile Users Escape Modern Web-Tracking Mechanisms? ACSAC (2015)
Davide Maiorca, Davide Ariu, Igino Corona, Giorgio Giacinto
A Structural and Content-based Approach for a Precise and Robust Detection of Malicious PDF Files. ICISSP (2015)
Marco Aresu, Davide Ariu, Mansour Ahmadi, Davide Maiorca, Giorgio Giacinto
Clustering android malware families by http traffic. MALWARE (2015)
Igino Corona, Davide Maiorca, Davide Ariu, Giorgio Giacinto
Lux0R: Detection of Malicious PDF-embedded JavaScript code through Discriminant Analysis of API References. AISec@CCS (2014)
Battista Biggio, Igino Corona, Blaine Nelson, Benjamin I. P. Rubinstein, Davide Maiorca, Giorgio Fumera, Giorgio Giacinto, Fabio Roli
Security Evaluation of Support Vector Machines in Adversarial Environments. CoRR (2014)
Battista Biggio, Igino Corona, Davide Maiorca, Blaine Nelson, Nedim Srndic, Pavel Laskov, Giorgio Giacinto, Fabio Roli
Evasion Attacks against Machine Learning at Test Time. ECML/PKDD (3) (2013)
Davide Maiorca, Igino Corona, Giorgio Giacinto
Looking at the bag is not enough to find the bomb: an evasion of structural methods for malicious PDF files detection. AsiaCCS (2013)
Davide Maiorca, Giorgio Giacinto, Igino Corona
A Pattern Recognition System for Malicious PDF Files Detection. MLDM (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Davide Maiorca