CS6490 Network Security Final Project - Node Embeddings for Botnet Detection

Papers

DeepWalk: https://arxiv.org/abs/1403.6652 (https://github.com/phanein/deepwalk)
GraphSage: https://cs.stanford.edu/people/jure/pubs/graphsage-nips17.pdf (https://github.com/williamleif/GraphSAGE)
Node2Vev: https://arxiv.org/pdf/1607.00653.pdf (https://github.com/aditya-grover/node2vec)

Datasets

CTU datasets: https://www.stratosphereips.org/datasets-ctu13
Internet of Things: https://www.stratosphereips.org/datasets-iot23

refer:

• https://mcfp.weebly.com/the-ctu-13-dataset-a-labeled-dataset-with-botnet-normal-and-background-traffic.html