Research Article

SROBR: Semantic Representation of Obfuscation-Resilient Binary Code

Table 2

Hyperparameter settings.

ParameterValueParameterValue

Dimension of embeddings512Feed-forward network hidden size1024
Number of encoder layers12Learning rate0.0001
Number of attention heads8Dropout0.1
Number of graph attention layers8Alpha0.2
Number of graph attention layers8Epochs100