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2020 – today
- 2024
[j10]Diego Soi
, Alessandro Sanna, Davide Maiorca, Giorgio Giacinto:
Enhancing android malware detection explainability through function call graph APIs. J. Inf. Secur. Appl. 80: 103691 (2024)- [j9]Alessandro Sanna, Fabrizio Cara, Davide Maiorca, Giorgio Giacinto:
Oblivion: an open-source system for large-scale analysis of macro-based office malware. J. Comput. Virol. Hacking Tech. 20(4): 783-802 (2024) - [c23]Emmanuele Massidda, Lorenzo Pisu, Davide Maiorca, Giorgio Giacinto:
Bringing Binary Exploitation at Port 80: Understanding C Vulnerabilities in WebAssembly. SECRYPT 2024: 552-559 - [c22]Lorenzo Binosi, Pietro Mazzini, Alessandro Sanna, Michele Carminati, Giorgio Giacinto, Riccardo Lazzeretti, Stefano Zanero, Mario Polino, Emilio Coppa, Davide Maiorca:
Do You Trust Your Device? Open Challenges in IoT Security Analysis. SECRYPT 2024: 568-575 - [d1]Alessandro Sanna, Fabrizio Cara, Davide Maiorca:
Oblivion Results. IEEE DataPort, 2024
- [i16]Lorenzo Pisu, Davide Maiorca, Giorgio Giacinto:
A Survey of the Overlooked Dangers of Template Engines. CoRR abs/2405.01118 (2024) - [i15]Silvia Lucia Sanna, Diego Soi, Davide Maiorca, Giorgio Fumera, Giorgio Giacinto:
A Risk Estimation Study of Native Code Vulnerabilities in Android Applications. CoRR abs/2406.02011 (2024) - 2023
- [c21]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: 426-431 - [c20]Bruno Pala, Lorenzo Pisu, Silvia Lucia Sanna, Davide Maiorca, Giorgio Giacinto:
A Targeted Assessment of Cross-Site Scripting Detection Tools. ITASEC 2023 - [i14]Diego Soi, Davide Maiorca, Giorgio Giacinto, Harel Berger:
Can you See me? On the Visibility of NOPs against Android Malware Detectors. CoRR abs/2312.17356 (2023) - 2022
- [j8]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): 217-232 (2022) - [c19]Francesco Meloni, Alessandro Sanna, Davide Maiorca, Giorgio Giacinto:
Extended Abstract: Effective Call Graph Fingerprinting for the Analysis and Classification of Windows Malware. DIMVA 2022: 42-52 - [c18]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: 701-722 - [c17]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: 69-97 - [c16]Adam Janovsky, Davide Maiorca, Dominik Macko, Vashek Matyas, Giorgio Giacinto:
A Longitudinal Study of Cryptographic API: A Decade of Android Malware. SECRYPT 2022: 121-133 - [i13]Adam Janovsky, Davide Maiorca, Dominik Macko, Vashek Matyas, Giorgio Giacinto:
A Longitudinal Study of Cryptographic API - a Decade of Android Malware. CoRR abs/2205.05573 (2022) - 2021
- [c15]Giuseppe Mario Malandrone, Giovanni Virdis, Giorgio Giacinto, Davide Maiorca:
PowerDecode: A PowerShell Script Decoder Dedicated to Malware Analysis. ITASEC 2021: 219-232 - 2020
- [j7]Davide Maiorca, Ambra Demontis, Battista Biggio, Fabio Roli, Giorgio Giacinto:
Adversarial Detection of Flash Malware: Limitations and Open Issues. Comput. Secur. 96: 101901 (2020) - [j6]Fabrizio Cara, Michele Scalas, Giorgio Giacinto, Davide Maiorca:
On the Feasibility of Adversarial Sample Creation Using the Android System API. Inf. 11(9): 433 (2020) - [i12]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 abs/2005.01452 (2020)
2010 – 2019
- 2019
- [j5]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: 168-182 (2019) - [j4]Davide Maiorca, Battista Biggio, Giorgio Giacinto:
Towards Adversarial Malware Detection: Lessons Learned from PDF-based Attacks. ACM Comput. Surv. 52(4): 78:1-78:36 (2019) - [j3]Davide Maiorca, Battista Biggio:
Digital Investigation of PDF Files: Unveiling Traces of Embedded Malware. IEEE Secur. Priv. 17(1): 63-71 (2019) - [j2]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): 711-724 (2019) - [c14]Denis Ugarte, Davide Maiorca, Fabrizio Cara, Giorgio Giacinto:
PowerDrive: Accurate De-obfuscation and Analysis of PowerShell Malware. DIMVA 2019: 240-259 - [i11]Denis Ugarte, Davide Maiorca, Fabrizio Cara, Giorgio Giacinto:
PowerDrive: Accurate De-Obfuscation and Analysis of PowerShell Malware. CoRR abs/1904.10270 (2019) - 2018
- [c13]Marco Melis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli:
Explaining Black-box Android Malware Detection. EUSIPCO 2018: 524-528 - [c12]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: 533-537 - [i10]Marco Melis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli:
Explaining Black-box Android Malware Detection. CoRR abs/1803.03544 (2018) - [i9]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 abs/1803.04173 (2018) - [i8]Michele Scalas, Davide Maiorca, Francesco Mercaldo, Corrado Aaron Visaggio, Fabio Martinelli, Giorgio Giacinto:
R-PackDroid: Practical On-Device Detection of Android Ransomware. CoRR abs/1805.09563 (2018) - [i7]Davide Maiorca, Battista Biggio, Giorgio Giacinto:
Towards Robust Detection of Adversarial Infection Vectors: Lessons Learned in PDF Malware. CoRR abs/1811.00830 (2018) - 2017
- [c11]Davide Maiorca, Paolo Russu, Igino Corona, Battista Biggio, Giorgio Giacinto:
Detection of Malicious Scripting Code Through Discriminant and Adversary-Aware API Analysis. ITASEC 2017: 96-105 - [c10]Davide Maiorca, Francesco Mercaldo, Giorgio Giacinto, Corrado Aaron Visaggio, Fabio Martinelli:
R-PackDroid: API package-based characterization and detection of mobile ransomware. SAC 2017: 1718-1723 - [i6]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 abs/1704.08996 (2017) - [i5]Davide Maiorca, Battista Biggio:
Digital Investigation of PDF Files: Unveiling Traces of Embedded Malware. CoRR abs/1707.05102 (2017) - [i4]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 abs/1708.06131 (2017) - [i3]Davide Maiorca, Battista Biggio, Maria Elena Chiappe, Giorgio Giacinto:
Adversarial Detection of Flash Malware: Limitations and Open Issues. CoRR abs/1710.10225 (2017) - 2016
- [b1]Davide Maiorca:
Design and implementation of robust systems for secure malware detection. University of Cagliari, Italy, 2016 - [c9]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: 139-141 - [i2]Igino Corona, Battista Biggio, Davide Maiorca:
AdversariaLib: An Open-source Library for the Security Evaluation of Machine Learning Algorithms Under Attack. CoRR abs/1611.04786 (2016) - 2015
- [j1]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: 16-31 (2015) - [c8]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: 191-200 - [c7]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: 27-36 - [c6]Davide Maiorca, Davide Ariu, Igino Corona, Giorgio Giacinto:
An Evasion Resilient Approach to the Detection of Malicious PDF Files. ICISSP (Revised Selected Papers) 2015: 68-85 - [c5]Marco Aresu, Davide Ariu, Mansour Ahmadi, Davide Maiorca, Giorgio Giacinto:
Clustering android malware families by http traffic. MALWARE 2015: 128-135 - 2014
- [c4]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: 47-57 - [i1]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 abs/1401.7727 (2014) - 2013
- [c3]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: 119-130 - [c2]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: 387-402 - 2012
- [c1]Davide Maiorca, Giorgio Giacinto, Igino Corona:
A Pattern Recognition System for Malicious PDF Files Detection. MLDM 2012: 510-524
Coauthor Index
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last updated on 2024-11-07 21:34 CET by the dblp team
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