Sensing Attacks in Computers Networks with Hidden Markov Models. - Davide Ariu; Giorgio Giacinto; Roberto Perdisci (MLDM, 2007)

HMM-Web: A Framework for the Detection of Attacks Against Web Applications. - Igino Corona; Davide Ariu; Giorgio Giacinto (ICC, 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)

HMMPayl: an application of HMM to the analysis of the HTTP Payload. - Davide Ariu; Giorgio Giacinto (WAPA, 2010)

Machine learning in computer forensics (and the lessons learned from machine learning in computer security). - Davide Ariu; Giorgio Giacinto; Fabio Roli (AISec, 2011)

A Modular Architecture for the Analysis of HTTP Payloads Based on Multiple Classifiers. - Davide Ariu; Giorgio Giacinto (MCS, 2011)

HMMPayl: An intrusion detection system based on Hidden Markov Models. - Davide Ariu; Roberto Tronci; Giorgio Giacinto (Comput. Secur., 2011)

Is data clustering in adversarial settings secure? - Battista Biggio; Ignazio Pillai; Samuel Rota Bulò; Davide Ariu; Marcello Pelillo; Fabio Roli (AISec, 2013)

Scalable fine-grained behavioral clustering of HTTP-based malware. - Roberto Perdisci; Davide Ariu; Giorgio Giacinto (Comput. Networks, 2013)

Poisoning behavioral malware clustering. - Battista Biggio; Konrad Rieck; Davide Ariu; Christian Wressnegger; Igino Corona; Giorgio Giacinto; Fabio Roli (AISec@CCS, 2014)

Lux0R: Detection of Malicious PDF-embedded JavaScript code through Discriminant Analysis of API References. - Igino Corona; Davide Maiorca; Davide Ariu; Giorgio Giacinto (AISec@CCS, 2014)

Yet Another Cybersecurity Roadmapping Methodology. - Davide Ariu; Luca Didaci; Giorgio Fumera; Enrico Frumento; Federica Freschi; Giorgio Giacinto; Fabio Roli (ARES, 2015)

2020 Cybercrime Economic Costs: No Measure No Solution. - Jart Armin; Bryn Thompson; Davide Ariu; Giorgio Giacinto; Fabio Roli; Piotr Kijewski (ARES, 2015)

PharmaGuard: Automatic identification of illegal search-indexed online pharmacies. - Igino Corona; Matteo Contini; Davide Ariu; Giorgio Giacinto; Fabio Roli; Michael Lund; Giorgio Marinelli (CYBCONF, 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 (ICISSP, 2015)

An Evasion Resilient Approach to the Detection of Malicious PDF Files. - Davide Maiorca; Davide Ariu; Igino Corona; Giorgio Giacinto (ICISSP (Revised Selected Papers), 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 001; et al. (ICME Workshops, 2015)

Clustering android malware families by http traffic. - Marco Aresu; Davide Ariu; Mansour Ahmadi; Davide Maiorca; Giorgio Giacinto (MALWARE, 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)

Machine Learning in Security Applications. - Davide Ariu; Igino Corona; Roberto Tronci; Giorgio Giacinto (Trans. Mach. Learn. Data Min., 2015)

Detecting Misuse of Google Cloud Messaging in Android Badware. - Mansour Ahmadi; Battista Biggio; Steven Arzt; Davide Ariu; Giorgio Giacinto (SPSM@CCS, 2016)

Pharmaguard WebApp: An Application for the Detection of Illegal Online Pharmacies. - Matteo Contini; Igino Corona; Alessio Mulas; Giorgio Giacinto; Davide Ariu (KDWeb, 2016)

The Dark Side of Open Data. - Matteo Mauri; Alessio Mulas; Davide Ariu (KDWeb, 2016)

Deepsquatting: Learning-Based Typosquatting Detection at Deeper Domain Levels. - Paolo Piredda; Davide Ariu; Battista Biggio; Igino Corona; Luca Piras 001; Giorgio Giacinto; Fabio Roli (AI*IA, 2017)

Social Engineering 2.0: A Foundational Work: Invited Paper. - Davide Ariu; Enrico Frumento; Giorgio Fumera (Conf. Computing Frontiers, 2017)

DeltaPhish: Detecting Phishing Webpages in Compromised Websites. - Igino Corona; Battista Biggio; Matteo Contini; Luca Piras 001; Roberto Corda; Mauro Mereu; Guido Mureddu; Davide Ariu; Fabio Roli (ESORICS (1), 2017)

Adversarial ModSecurity: Countering Adversarial SQL Injections with Robust Machine Learning. - Biagio Montaruli; Luca Demetrio; Andrea Valenza; Luca Compagna; Davide Ariu; Luca Piras 001; Davide Balzarotti; Battista Biggio (CoRR, 2023)

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)

ModSec-Learn: Boosting ModSecurity with Machine Learning. - Christian Scano; Giuseppe Floris; Biagio Montaruli; Luca Demetrio; Andrea Valenza; Luca Compagna; Davide Ariu; Luca Piras 001; Davide Balzarotti; Battista Biggio (CoRR, 2024)

ModSec-AdvLearn: Countering Adversarial SQL Injections With Robust Machine Learning. - Giuseppe Floris; Christian Scano; Biagio Montaruli; Luca Demetrio; Andrea Valenza; Luca Compagna; Davide Ariu; Luca Piras 001; Davide Balzarotti; Battista Biggio (IEEE Trans. Inf. Forensics Secur., 2025)