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  1. 1. Detection Of Malicious Activity in Network Traffic on a Binary Representation using Image Analysis

    Kandidat-uppsats, Högskolan i Halmstad/Akademin för informationsteknologi

    Författare :Joar Hjerpe; Oliver Karlsson; [2022]
    Nyckelord :Binary representation; Image Analysis; Spatial-Filling Curves; IIoT; Artificial intelligence;

    Sammanfattning : In this thesis, we explore the idea of using binary visualization and image analysis to detect anomalous activity on an Industrial Internet of Things (IIoT) based network. The data is gathered into a pcap file and then fed into our encoder, which uses a space-filling curve to convert the 1-dimensional stream of data into pixels with a specific red, blue, and green gradient value. LÄS MER