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

Ransomware attacks are increasing at an alarming rate, leading to large financial losses, unrecoverable encrypted data, data leakage, and privacy concerns. The prompt detection of ransomware attacks is required to minimize further damage, particularly during the encryption stage. However, the freque...

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Veröffentlicht in:	arXiv.org 2022-05
Hauptverfasser:	Nazarovs, Jurijs, Stokes, Jack W, Turcotte, Melissa, Carroll, Justin, Grady, Itai
Format:	Artikel
Sprache:	eng
Schlagworte:	Bayesian analysis Differential equations Encryption Neural networks Ordinary differential equations Probabilistic models Ransomware Tactics
Online-Zugang:	Volltext
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