Sökning: "Linus Lagerhjelm"

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

    Master-uppsats, Umeå universitet/Institutionen för tillämpad fysik och elektronik

    Författare :Linus Lagerhjelm; [2018]
    Nyckelord :Neuralnetworks; MachineLearning; Cryptography; DES; LSTM; CNN; Cryptanalysis;

    Sammanfattning : 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. LÄS MER