Browsing by Author "Kjellstadli, Espen Hammer"

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    • A containerised approach to labelled C&C traffic 

      Asprusten, Markus Leira; Gjerstad, Julie Lidahl; Grov, Gudmund; Kjellstadli, Espen Hammer; Flood, Robert; Clausen, Henry; Aspinall, David (2022-01-24)
      A challenge for data-driven methods for intrusion detection is the availability of high quality and realistic data, with ground truth at suitable level of granularity to train machine learning models. Here, we explore a ...

    • LADEMU: a modular & continuous approach for generating labelled APT datasets from emulations 

      Gjerstad, Julie; Kadiric, Fikret; Grov, Gudmund; Kjellstadli, Espen Hammer; Asprusten, Markus Leira (2023-01-26)
      Development and evaluation of data-driven capabilities for both threat hunting and intrusion detection require high-quality and up-to-date datasets. The generation of such datasets poses multiple challenges, which has led ...