Sökning: "Mikael Kolanowski"

Hittade 2 uppsatser innehållade orden Mikael Kolanowski.

  1. 1. Enhancing an Existing Attack Projection System with Deep Learning

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Mikael Kolanowski; [2023]
    Nyckelord :Cybersecurity; Attack projection; Deep learning; LSTM; Transformer; Cybersäkerhet; Attackprojicering; Djupinlärning; LSTM; Transformer;

    Sammanfattning : As organizations and critical infrastructure increasingly rely on computer networks for their function, cyber defense becomes more and more important. A recent trend is to employ predictive methods in cybersecurity. Attack projection attempts to predict the next step in an ongoing attack. LÄS MER

  3. 2. A Comparative Study of the Effect of Features on Neural Networks within Computer-Aided Diagnosis of Alzheimer's Disease

    Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Mikael Kolanowski; David Stevens; [2019]
    Nyckelord :Alzheimer’s disease; computer-aided diagnosis; machine learning; artificial neural networks; Alzheimers sjukdom; datorstödd diagnos; maskininlärning; artificiella neuronnät;

    Sammanfattning : Alzheimer’s disease is a neurodegenerative disease that affects approximately 6% of the global population aged over 65 and is forecasted to become even more prevalent in the future. Accurately diagnosing the disease in an early stage can play a large role in improving the quality of life for the patient. LÄS MER