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

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

29 May 2022

Jurijs Nazarovs

Melissa J. M. Turcotte

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

15 / 15 papers shown

Title
A Survey of Machine Learning Algorithms for Detecting Ransomware Encryption Activity E. Larsen David Noever Korey MacVittie 54 5 0 14 Oct 2021
Bayesian Neural Network Priors Revisited Vincent Fortuin Adrià Garriga-Alonso Sebastian W. Ober F. Wenzel Gunnar Rätsch Richard Turner Mark van der Wilk Laurence Aitchison BDL UQCV 106 140 0 12 Feb 2021
A Survey on Ransomware: Evolution, Taxonomy, and Defense Solutions Harun Oz Ahmet Aris A. Levi A. S. Uluagac 66 193 0 11 Feb 2021
Leveraging Machine Learning Techniques for Windows Ransomware Network Traffic Detection O. Alhawi James Baldwin Ali Dehghantanha 40 138 0 27 Jul 2018
Neural Ordinary Differential Equations T. Chen Yulia Rubanova J. Bettencourt David Duvenaud AI4CE 417 5,156 0 19 Jun 2018
Reducing Reparameterization Gradient Variance Andrew C. Miller N. Foti Alexander DÁmour Ryan P. Adams 61 84 0 22 May 2017
Axiomatic Attribution for Deep Networks Mukund Sundararajan Ankur Taly Qiqi Yan OOD FAtt 191 6,015 0 04 Mar 2017
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 344 5,372 0 03 Nov 2016
The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables Chris J. Maddison A. Mnih Yee Whye Teh BDL 196 2,538 0 02 Nov 2016
Variational Dropout and the Local Reparameterization Trick Diederik P. Kingma Tim Salimans Max Welling BDL 226 1,518 0 08 Jun 2015
Weight Uncertainty in Neural Networks Charles Blundell Julien Cornebise Koray Kavukcuoglu Daan Wierstra UQCV BDL 192 1,892 0 20 May 2015
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.1K 23,370 0 03 Jun 2014
Dirichlet-Laplace priors for optimal shrinkage A. Bhattacharya D. Pati Natesh S. Pillai David B. Dunson 106 441 0 21 Jan 2014
Black Box Variational Inference Rajesh Ranganath S. Gerrish David M. Blei DRL BDL 144 1,168 0 31 Dec 2013
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 455 16,923 0 20 Dec 2013