Investigating Graph Embedding Neural Networks with Unsupervised Features Extraction for Binary Analysis

201996 citationsJournal Articlegold Open Access

Authors

Giuseppe Antonio Di Luna · Meta (Israel)

Fabio Petroni · Sapienza University of Rome

Leonardo Querzoni · Consorzio Interuniversitario Nazionale per l'Informatica

Roberto Baldoni · Sapienza University of Rome

Abstract

In this paper we investigate the use of graph embedding networks, with unsupervised features learning, as neural architecture to learn over binary functions.

Topics & Keywords

Topic Modeling Software Engineering Research Advanced Graph Neural Networks

Publication Details

DOI: 10.14722/bar.2019.23020

Field-Weighted Citation Impact: 4.34

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Investigating Graph Embedding Neural Networks with Unsupervised Features Extraction for Binary Analysis

Authors

Abstract

Topics & Keywords

Publication Details