[2021] Thesis [colab notebook]

[2021] Data Augmentation and Transfer Learning to Classify Malware Images in a Deep Learning Context [colab notebook]
_{Niccolò Marastoni, Roberto Giacobazzi, Mila Dalla Preda
Journal of Computer Virology and Hacking Techniques [accepted for publication]}

[2020] Formal framework for reasoning about the precision of dynamic analysis
_{Mila Dalla Preda, Roberto Giacobazzi, Niccolò Marastoni
International Static Analysis Symposium [Nov 2020]}

[2020] Revealing Similarities in Android Malware by Dissecting their Methods
_{Michele Pasetto, Niccolò Marastoni, Mila Dalla Preda
IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) [Online - Sept 2020]}

[2018] A Deep Learning Approach to Program Similarity [preprint]
_{Niccolò Marastoni, Roberto Giacobazzi, Mila Dalla Preda
MASES 2018 [Montpellier - Sept 2018]}

[2017] GroupDroid: Automatically Grouping Mobile Malware by Extracting Code Similarities
_{Niccolò Marastoni, Andrea Continella, Davide Quarta, Stefano Zanero, Mila Dalla Preda
Proceedings of the 7th Software Security, Protection, and Reverse Engineering/Software Security and Protection Workshop [Orlando - Dec 2017]}