no code implementations • 20 Mar 2023 • Gianluca Capozzi, Daniele Cono D'Elia, Giuseppe Antonio Di Luna, Leonardo Querzoni
In recent years, binary analysis gained traction as a fundamental approach to inspect software and guarantee its security.
no code implementations • 13 Aug 2022 • Fiorella Artuso, Marco Mormando, Giuseppe A. Di Luna, Leonardo Querzoni
An instruction embedding model is a neural network that transforms sequences of assembly instructions into embedding vectors.
1 code implementation • 17 Dec 2019 • Fiorella Artuso, Giuseppe Antonio Di Luna, Luca Massarelli, Leonardo Querzoni
We investigate the applicability of tine-tuning (i. e., taking a model already trained on a large generic corpora and retraining it for a specific task).
3 code implementations • 13 Nov 2018 • Luca Massarelli, Giuseppe Antonio Di Luna, Fabio Petroni, Leonardo Querzoni, Roberto Baldoni
We report the results from a quantitative and qualitative analysis that show how SAFE provides a noticeable performance improvement with respect to previous solutions.
no code implementations • 23 Oct 2018 • Roberto Baldoni, Giuseppe Antonio Di Luna, Luca Massarelli, Fabio Petroni, Leonardo Querzoni
Furthermore, we report on a qualitative analysis of functions embeddings.
1 code implementation • 4 Sep 2017 • Luca Massarelli, Leonardo Aniello, Claudio Ciccotelli, Leonardo Querzoni, Daniele Ucci, Roberto Baldoni
An important task of malware analysis is the classification of malware samples into known families.
Cryptography and Security