Search Results for author: Giuseppe Antonio Di Luna

Found 4 papers, 2 papers with code

Adversarial Attacks against Binary Similarity Systems

no code implementations20 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.

In Nomine Function: Naming Functions in Stripped Binaries with Neural Networks

1 code implementation17 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).

SAFE: Self-Attentive Function Embeddings for Binary Similarity

3 code implementations13 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.

Malware Analysis Vulnerability Detection

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