Davide Ariu

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

Roberto Perdisci, Davide Ariu, Prahlad Fogla et al. · Computer Networks · 2008 · 268 citations

Anomaly Detection, Machine Learning, Engineering +9

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

Davide Maiorca, Davide Ariu, Igino Corona et al. · Computers & Security · 2015 · 161 citations · Full text

Mobile Security, Engineering, Obfuscation (Software) +8

Poisoning behavioral malware clustering

Battista Biggio, Konrad Rieck, Davide Ariu et al. · 2014 · 140 citations

Hardware Security, Software Security, Behavioral Malware +15

HMMPayl: An intrusion detection system based on Hidden Markov Models

Davide Ariu, Roberto Tronci, Giorgio Giacinto · Computers & Security · 2011 · 128 citations

Anomaly Detection, Engineering, Data Science +12

Is data clustering in adversarial settings secure?

Battista Biggio, Ignazio Pillai, Samuel Rota Bulò et al. · 2013 · 113 citations

Cluster Computing, Whole Clustering Process, Clustering Process +20