2 papers
cs.CR2024
Synthetic Datasets for Program Similarity Research
Alexander Interrante-Grant, Michael Wang, Lisa Baer +2
Program similarity has become an increasingly popular area of research with various security applications such as plagiarism detection, author identification, and malware analysis.…
cs.LG2024
On Training a Neural Network to Explain Binaries
Alexander Interrante-Grant, Andy Davis, Heather Preslier +1
In this work, we begin to investigate the possibility of training a deep neural network on the task of binary code understanding. Specifically, the network would take, as input, fe…