Essays about: "creating log files"

Showing result 1 - 5 of 9 essays containing the words creating log files.

  1. 1. Detection of software incidents from large log material with the use of unsupervised machine learning

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : DIMITRIOS ANASTASIADIS; JAKUB LENART; [2022-06-20]
    Keywords : binary classification; log; anomaly detection; machine learning; Local Outlier Factor; Isolation Forest; PCA; LSTM-Autoencoder;

    Abstract : Computer systems generate log files, which contain information on the various operations performed by these systems. This information can support the process of error/failure detection and debugging. Therefore, anomalies can be spotted in the system through its produced log material. READ MORE

  3. 2. Anomaly detection for automated security log analysis : Comparison of existing techniques and tools

    University essay from Linköpings universitet/Databas och informationsteknik

    Author : Måns Fredriksson Franzén; Nils Tyrén; [2021]
    Keywords : Security; Log analysis; Anomaly detection; Machine learning; Clustering;

    Abstract : Logging security-related events is becoming increasingly important for companies. Log messages can be used for surveillance of a system or to make an assessment of the dam- age caused in the event of, for example, an infringement. READ MORE

  4. 3. Visualization of cyber security attacks

    University essay from Linköpings universitet/Medie- och Informationsteknik; Linköpings universitet/Tekniska högskolan

    Author : Jennifer Bedhammar; Oliver Johansson; [2020]
    Keywords : ;

    Abstract : The Swedish Defence Research Agency (FOI) simulates cyber attacks for research and education purposes in their cyber range, CRATE, with a system called SVED. This thesis describes the process of creating a visualization of the log files produced by SVED, with the purpose of increasing the users’ comprehension of the log files and thereby increasing their knowledge of the simulated attacks. READ MORE

  5. 4. Leerec : A scalable product recommendation engine suitable for transaction data.

    University essay from Mittuniversitetet/Avdelningen för informationssystem och -teknologi

    Author : Anton Flodin; [2018]
    Keywords : Collaborative filtering; log processing; event; Alternating Least Square;

    Abstract : We are currently living in the Internet of Things (IoT) era, which involves devices that are connected to Internet and are communicating with each other. Each year, the number of devices increases rapidly, which result in rapid growth of data that is generated. READ MORE

  6. 5. Fusion of Ladybug3 omnidirectional camera and Velodyne Lidar

    University essay from KTH/Geodesi och satellitpositionering

    Author : Guanyi Zhao; [2015]
    Keywords : ;

    Abstract : The advent of autonomous vehicles expedites the revolution of car industry. Volvo Car Corporation has an ambition of developing the next generation of autonomous vehicle. READ MORE