TRACK: MALWARE ANALYSIS
Chair: Aaron Visaggio
Towards an Automated Pipeline for Detecting
and Classifying Malware through Machine
Learning
Nicola Loi, Claudio
Borile, Daniele Ucci
PowerDecode: a PowerShell Script Decoder
Dedicated to Malware Analysis
Giuseppe Mario Malandrone, Giovanni Virdis, Davide Maiorca, Giorgio
Giacinto
DETON: DEfeating hardware Trojan horses in
microprocessors through software
ObfuscatioN
Luca Cassano, Mattia Iamundo, Tomas Antonio Lopez, Alessandro Nazzari, Giorgio Di Natale
Sanitization of Images Containing
Stegomalware via Machine Learning
Approaches
Marco Zuppelli, Giuseppe Manco, Luca Caviglione, Massimo Guarascio
Constraints and Feasibility of Adversarial
Sample Creation Using the Android System
API
Fabrizio Cara, Michele Scalas, Giorgio Giacinto, Davide Maiorca
Enhancing Malware Classification with
Symbolic Features
Chinmay Siwach, Gabriele Costa, Rocco De Nicola
Robustness evaluation of convolutional
neural networks for malware
classification
Vincenzo Carletti, Antonio Greco, Alessia Saggese, Mario Vento