Radial Spike and Slab Bayesian Neural Networks for Sparse Data in Ransomware Attacks

no code implementations • 29 May 2022 • Jurijs Nazarovs, Jack W. Stokes, Melissa Turcotte, Justin Carroll, Itai Grady

While traditional deep learning models have been able to achieve state-of-the-art results in a wide variety of domains, Bayesian Neural Networks, which are a class of probabilistic models, are better suited to the issues of the ransomware data.

Variational Inference