Essays about: "Linus Lagerhjelm"

Found 1 essay containing the words Linus Lagerhjelm.

  1. 1. Extracting Information from Encrypted Data using Deep Neural Networks

    University essay from Umeå universitet/Institutionen för tillämpad fysik och elektronik

    Author : Linus Lagerhjelm; [2018]
    Keywords : Neuralnetworks; MachineLearning; Cryptography; DES; LSTM; CNN; Cryptanalysis;

    Abstract : In this paper we explore various approaches to using deep neural networks to per- form cryptanalysis, with the ultimate goal of having a deep neural network deci- pher encrypted data. We use long short-term memory networks to try to decipher encrypted text and we use a convolutional neural network to perform classification tasks on encrypted MNIST images. READ MORE