Davide Ariu

According to our database, Davide Ariu authored at least 29 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

ModSec-Learn: Boosting ModSecurity with Machine Learning.

Christian Scano, Giuseppe Floris, Biagio Montaruli, Luca Demetrio, Andrea Valenza, Luca Compagna, Davide Ariu, Luca Piras, Davide Balzarotti, Battista Biggio

CoRR, 2024

Strategies to Counter Artificial Intelligence in Law Enforcement: Cross-Country Comparison of Citizens in Greece, Italy and Spain.

Petra Saskia Bayerl, Babak Akhgar, Ernesto La Mattina, Barbara Pirillo, Ioana Cotoi, Davide Ariu, Matteo Mauri, Jorge Garcia, Dimitris Kavallieros, Antonia Kardara, Konstantina Karagiorgou

CoRR, 2024

2023

Adversarial ModSecurity: Countering Adversarial SQL Injections with Robust Machine Learning.

Biagio Montaruli, Luca Demetrio, Andrea Valenza, Luca Compagna, Davide Ariu, Luca Piras, Davide Balzarotti, Battista Biggio

CoRR, 2023

2017

DeltaPhish: Detecting Phishing Webpages in Compromised Websites.

Igino Corona, Battista Biggio, Matteo Contini, Luca Piras, Roberto Corda, Mauro Mereu, Guido Mureddu, Davide Ariu, Fabio Roli

Proceedings of the Computer Security - ESORICS 2017, 2017

Social Engineering 2.0: A Foundational Work: Invited Paper.

Davide Ariu, Enrico Frumento, Giorgio Fumera

Proceedings of the Computing Frontiers Conference, 2017

Deepsquatting: Learning-Based Typosquatting Detection at Deeper Domain Levels.

Paolo Piredda, Davide Ariu, Battista Biggio, Igino Corona, Luca Piras, Giorgio Giacinto, Fabio Roli

Proceedings of the AI*IA 2017 Advances in Artificial Intelligence, 2017

2016

The Dark Side of Open Data.

Matteo Mauri, Alessio Mulas, Davide Ariu

Proceedings of the 2nd International Workshop on Knowledge Discovery on the WEB, 2016

Pharmaguard WebApp: An Application for the Detection of Illegal Online Pharmacies.

Matteo Contini, Igino Corona, Alessio Mulas, Giorgio Giacinto, Davide Ariu

Proceedings of the 2nd International Workshop on Knowledge Discovery on the WEB, 2016

Detecting Misuse of Google Cloud Messaging in Android Badware.

Mansour Ahmadi, Battista Biggio, Steven Arzt, Davide Ariu, Giorgio Giacinto

Proceedings of the 6th Workshop on Security and Privacy in Smartphones and Mobile Devices, 2016

2015

Machine Learning in Security Applications.

Davide Ariu, Igino Corona, Roberto Tronci, Giorgio Giacinto

Trans. Mach. Learn. Data Min., 2015

Stealth attacks: An extended insight into the obfuscation effects on Android malware.

Davide Maiorca, Davide Ariu, Igino Corona, Marco Aresu, Giorgio Giacinto

Comput. Secur., 2015

Clustering android malware families by http traffic.

Marco Aresu, Davide Ariu, Mansour Ahmadi, Davide Maiorca, Giorgio Giacinto

Proceedings of the 10th International Conference on Malicious and Unwanted Software, 2015

The maven project: Management and Authenticity Verification of multimedia contents.

Carlos Ruiz, Sinuhe Arroyo, Igor Krsteski, Pablo Dago, J. Sánchez, Luis Pérez-Freire, Alessia De Rosa, Marco Fontani, Andrea Costanzo, Alessandro Piva, Davide Ariu, Luca Piras, Raimundo Ahumada, Martino Jerian

Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

An Evasion Resilient Approach to the Detection of Malicious PDF Files.

Davide Maiorca, Davide Ariu, Igino Corona, Giorgio Giacinto

Proceedings of the Information Systems Security and Privacy, 2015

A Structural and Content-based Approach for a Precise and Robust Detection of Malicious PDF Files.

Davide Maiorca, Davide Ariu, Igino Corona, Giorgio Giacinto

Proceedings of the ICISSP 2015, 2015

PharmaGuard: Automatic identification of illegal search-indexed online pharmacies.

Igino Corona, Matteo Contini, Davide Ariu, Giorgio Giacinto, Fabio Roli, Michael Lund, Giorgio Marinelli

Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

2020 Cybercrime Economic Costs: No Measure No Solution.

Jart Armin, Bryn Thompson, Davide Ariu, Giorgio Giacinto, Fabio Roli, Piotr Kijewski

Proceedings of the 10th International Conference on Availability, Reliability and Security, 2015

Yet Another Cybersecurity Roadmapping Methodology.

Davide Ariu, Luca Didaci, Giorgio Fumera, Enrico Frumento, Federica Freschi, Giorgio Giacinto, Fabio Roli

Proceedings of the 10th International Conference on Availability, Reliability and Security, 2015

2014

Lux0R: Detection of Malicious PDF-embedded JavaScript code through Discriminant Analysis of API References.

Igino Corona, Davide Maiorca, Davide Ariu, Giorgio Giacinto

Proceedings of the 2014 Workshop on Artificial Intelligent and Security Workshop, 2014

Poisoning behavioral malware clustering.

Battista Biggio, Konrad Rieck, Davide Ariu, Christian Wressnegger, Igino Corona, Giorgio Giacinto, Fabio Roli

Proceedings of the 2014 Workshop on Artificial Intelligent and Security Workshop, 2014

2013

Scalable fine-grained behavioral clustering of HTTP-based malware.

Roberto Perdisci, Davide Ariu, Giorgio Giacinto

Comput. Networks, 2013

Is data clustering in adversarial settings secure?

Battista Biggio, Ignazio Pillai, Samuel Rota Bulò, Davide Ariu, Marcello Pelillo, Fabio Roli

Proceedings of the AISec'13, 2013

2011

HMMPayl: An intrusion detection system based on Hidden Markov Models.

Davide Ariu, Roberto Tronci, Giorgio Giacinto

Comput. Secur., 2011

A Modular Architecture for the Analysis of HTTP Payloads Based on Multiple Classifiers.

Davide Ariu, Giorgio Giacinto

Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

Machine learning in computer forensics (and the lessons learned from machine learning in computer security).

Davide Ariu, Giorgio Giacinto, Fabio Roli

Proceedings of the 4th ACM Workshop on Security and Artificial Intelligence, 2011

2010

HMMPayl: an application of HMM to the analysis of the HTTP Payload.

Davide Ariu, Giorgio Giacinto

Proceedings of the First Workshop on Applications of Pattern Analysis, 2010

2009

McPAD: A multiple classifier system for accurate payload-based anomaly detection.

Roberto Perdisci, Davide Ariu, Prahlad Fogla, Giorgio Giacinto, Wenke Lee

Comput. Networks, 2009

HMM-Web: A Framework for the Detection of Attacks Against Web Applications.

Igino Corona, Davide Ariu, Giorgio Giacinto

Proceedings of IEEE International Conference on Communications, 2009

2007

Sensing Attacks in Computers Networks with Hidden Markov Models.

Davide Ariu, Giorgio Giacinto, Roberto Perdisci

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007