XBA
In: oai:zenodo.org:6592391; (2022)
Online
Elektronische Ressource
Zugriff:
XBA is a deep learning tool for generating platform-agnostic binary code embeddings. XBA applies Graph Convolutional Network (GCN) on the graph representation of binary which we call Binary Disassembly Graph (BDG). XBA can learn semantic matchings of binary code compiled for different platforms that are not included in the training dataset. It outperformed prior works in aligning binary code blocks for different platforms, which shows the embeddings generated by XBA indeed are useful in the cross binary analysis. XBA is implemented with Python v3.8 and Tensorflow v2.7.0.
Titel: |
XBA
|
---|---|
Autor/in / Beteiligte Person: | Kim, Geunwoo |
Link: | |
Quelle: | oai:zenodo.org:6592391; (2022) |
Veröffentlichung: | 2022 |
Medientyp: | Elektronische Ressource |
DOI: | 10.5281/zenodo.6592391 |
Schlagwort: |
|
Sonstiges: |
|