Davide Ariu

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 12

Top Topics

Discriminant Analysis

Robust Detection

Automatic Identification

Top Venues

Publications

Christian Scano, Giuseppe Floris, Biagio Montaruli, Luca Demetrio, Andrea Valenza, Luca Compagna, Davide Ariu, Luca Piras, Davide Balzarotti, Battista Biggio
ModSec-Learn: Boosting ModSecurity with Machine Learning. CoRR (2024)
Petra Saskia Bayerl, Babak Akhgar, Ernesto La Mattina, Barbara Pirillo, Ioana Cotoi, Davide Ariu, Matteo Mauri, Jorge Garcia, Dimitris Kavallieros, Antonia Kardara, Konstantina Karagiorgou
Strategies to Counter Artificial Intelligence in Law Enforcement: Cross-Country Comparison of Citizens in Greece, Italy and Spain. CoRR (2024)
Biagio Montaruli, Luca Demetrio, Andrea Valenza, Luca Compagna, Davide Ariu, Luca Piras, Davide Balzarotti, Battista Biggio
Adversarial ModSecurity: Countering Adversarial SQL Injections with Robust Machine Learning. CoRR (2023)
Battista Biggio, Ignazio Pillai, Samuel Rota Bulò, Davide Ariu, Marcello Pelillo, Fabio Roli
Is Data Clustering in Adversarial Settings Secure? CoRR (2018)
Battista Biggio, Konrad Rieck, Davide Ariu, Christian Wressnegger, Igino Corona, Giorgio Giacinto, Fabio Roli
Poisoning Behavioral Malware Clustering. CoRR (2018)
Igino Corona, Battista Biggio, Matteo Contini, Luca Piras, Roberto Corda, Mauro Mereu, Guido Mureddu, Davide Ariu, Fabio Roli
DeltaPhish: Detecting Phishing Webpages in Compromised Websites. CoRR (2017)
Davide Ariu, Enrico Frumento, Giorgio Fumera
Social Engineering 2.0: A Foundational Work: Invited Paper. Conf. Computing Frontiers (2017)
Igino Corona, Battista Biggio, Matteo Contini, Luca Piras, Roberto Corda, Mauro Mereu, Guido Mureddu, Davide Ariu, Fabio Roli
DeltaPhish: Detecting Phishing Webpages in Compromised Websites. ESORICS (1) (2017)
Paolo Piredda, Davide Ariu, Battista Biggio, Igino Corona, Luca Piras, Giorgio Giacinto, Fabio Roli
Deepsquatting: Learning-Based Typosquatting Detection at Deeper Domain Levels. AI*IA (2017)
Mansour Ahmadi, Battista Biggio, Steven Arzt, Davide Ariu, Giorgio Giacinto
Detecting Misuse of Google Cloud Messaging in Android Badware. SPSM@CCS (2016)
Matteo Contini, Igino Corona, Alessio Mulas, Giorgio Giacinto, Davide Ariu
Pharmaguard WebApp: An Application for the Detection of Illegal Online Pharmacies. KDWeb (2016)
Matteo Mauri, Alessio Mulas, Davide Ariu
The Dark Side of Open Data. KDWeb (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)
Jart Armin, Bryn Thompson, Davide Ariu, Giorgio Giacinto, Fabio Roli, Piotr Kijewski
2020 Cybercrime Economic Costs: No Measure No Solution. ARES (2015)
Davide Ariu, Igino Corona, Roberto Tronci, Giorgio Giacinto
Machine Learning in Security Applications. Trans. Mach. Learn. Data Min. 8 (1) (2015)
Igino Corona, Matteo Contini, Davide Ariu, Giorgio Giacinto, Fabio Roli, Michael Lund, Giorgio Marinelli
PharmaGuard: Automatic identification of illegal search-indexed online pharmacies. CYBCONF (2015)
Davide Ariu, Luca Didaci, Giorgio Fumera, Enrico Frumento, Federica Freschi, Giorgio Giacinto, Fabio Roli
Yet Another Cybersecurity Roadmapping Methodology. ARES (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)
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
The maven project: Management and Authenticity Verification of multimedia contents. ICME Workshops (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, Konrad Rieck, Davide Ariu, Christian Wressnegger, Igino Corona, Giorgio Giacinto, Fabio Roli
Poisoning behavioral malware clustering. AISec@CCS (2014)
Roberto Perdisci, Davide Ariu, Giorgio Giacinto
Scalable fine-grained behavioral clustering of HTTP-based malware. Comput. Networks 57 (2) (2013)
Battista Biggio, Ignazio Pillai, Samuel Rota Bulò, Davide Ariu, Marcello Pelillo, Fabio Roli
Is data clustering in adversarial settings secure? AISec (2013)
Davide Ariu, Giorgio Giacinto, Fabio Roli
Machine learning in computer forensics (and the lessons learned from machine learning in computer security). AISec (2011)
Davide Ariu, Giorgio Giacinto
A Modular Architecture for the Analysis of HTTP Payloads Based on Multiple Classifiers. MCS (2011)
Davide Ariu, Roberto Tronci, Giorgio Giacinto
HMMPayl: An intrusion detection system based on Hidden Markov Models. Comput. Secur. 30 (4) (2011)
Davide Ariu, Giorgio Giacinto
HMMPayl: an application of HMM to the analysis of the HTTP Payload. WAPA (2010)
Igino Corona, Davide Ariu, Giorgio Giacinto
HMM-Web: A Framework for the Detection of Attacks Against Web Applications. ICC (2009)
Roberto Perdisci, Davide Ariu, Prahlad Fogla, Giorgio Giacinto, Wenke Lee
McPAD: A multiple classifier system for accurate payload-based anomaly detection. Comput. Networks 53 (6) (2009)
Davide Ariu, Giorgio Giacinto, Roberto Perdisci
Sensing Attacks in Computers Networks with Hidden Markov Models. MLDM (2007)