Pretraining on Call Graphs: When Binary Analysis Tasks Profit From Context

Samuel Valenzuela, Johannes Kinder

Binary function embedding models are trained to encode the semantics of binary code in such a way that they can be generalized to a variety of reverse engineering tasks, such as bi…