Control flow graphs (CFGs) generated through a dynamic or emulated approach contain many benefits over statically generated CFGs such as yielding smaller, more well connected, and less noisy graphs.

Control flow graphs (CFGs) and function call graphs (FCGs) have become pivotal in providing a detailed understanding of program execution and effectively characterizing the behaviour of malware. These ...

A production-ready implementation of Graph Neural Networks for node classification tasks, featuring multiple architectures (GCN, GAT, GraphSAGE, GIN) with comprehensive evaluation and interactive ...

This project implements a complete pipeline for biomedical link prediction, from data preprocessing to advanced analysis. Multiple GNN encoders learn from drug-gene and gene-disease relationships to ...

Mathematics is the universal language of science while computer science is the study of the hardware and algorithms that are used in modern computer systems. Since many of the early pioneers of ...