Essays about: "Avvikelse upptäckt"

Found 4 essays containing the words Avvikelse upptäckt.

  1. 1. Context-aware Data Plausibility Check Using Machine Learning

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Mohaddeseh Basiri; [2021]
    Keywords : Artificial intelligence; Machine learning; Plausibility check; Anomaly detection; Konstgjord intelligens; Maskininlärning; Rimlighetskontroll; Avvikelse upptäckt;

    Abstract : In the last two decades, computing and storage technologies have experienced enormous advances. Leveraging these recent advances, AI is making the leap from traditional classification use cases to automation of complex systems through advanced machine learning and reasoning algorithms. READ MORE

  3. 2. Anomaly Detection in Computer Networks

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Polyxeni Ioannidou; [2021]
    Keywords : ;

    Abstract : In this degree project, we study the anomaly detection problem in log files of computer networks. In particular, we try to find an efficient way to detect anomalies in our data, which consist of different logging messages from different systems in CERN’s network for the LHC-b experiment. READ MORE

  4. 3. Real-time Anomaly Detection on Financial Data

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Anna Martignano; [2020]
    Keywords : Network Representation Learning; Anomaly Detection; Financial Industry; Graph Neural Networks; Dynamic Graphs; Heterogeneous Graphs; Nätverkiskt Representationsinlärning; Avvikelse av Anomali; Finansiell Industri; Grafiskt Neuralt Nätverk; Dynamiska Grafer; Heterogena Grafer;

    Abstract : This work presents an investigation of tailoring Network Representation Learning (NRL) for an application in the Financial Industry. NRL approaches are data-driven models that learn how to encode graph structures into low-dimensional vector spaces, which can be further exploited by downstream Machine Learning applications. READ MORE

  5. 4. Investigating Attacks on Vehicular Platooning and Cooperative Adaptive Cruise Control

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Konstantinos Kalogiannis; [2020]
    Keywords : V2V security; Injection Attacks; CACC; Anomaly Detection; V2V säkerhet; Falsifieringsattacker; CACC; Avvikelse Upptäckt;

    Abstract : Autonomous vehicles are a rising technology that aims to change the way people think about mobility in the future. A crucial step towards that goal is the assurance that malicious actors cannot instigate accidents that could lead to damages or loss of life. READ MORE