@mastersthesis{decmon2014,
  title = {A Decentralized and Autonomous Anomaly Detection Infrastructure for
        Decentralized Peer-to-Peer Networks}, 
  author = {Omar Tarabai}, 
  volume = {Master}, 
  year = {2014}, 
  month = {October}, 
  pages = {0--63}, 
  type = {Master}, 
  abstract = {In decentralized networks, collecting and analysing information from the
        network is useful for developers and operators to monitor the behaviour and
        detect anomalies such as attacks or failures in both the overlay and underlay
        networks. But realizing such an infrastructure is hard to achieve due to the
        decentralized nature of the network especially if the anomaly occurs on systems
        not operated by developers or participants get separated from the collection
        points. In this thesis a decentralized monitoring infrastructure using a
        decentralized peer-to-peer network is developed to collect information and detect
        anomalies in a collaborative way without coordination by and in absence of a
        centralized infrastructure and report detected incidents to a monitoring
        infrastructure. We start by introducing background information about peer-to-peer
        networks, anomalies and anomaly detection techniques in literature. Then we
        present some of the related work regarding monitoring decentralized networks,
        anomaly detection and data aggregation in decentralized networks. Then we perform
        an analysis of the system objectives, target environment and the desired
        properties of the system. Then we design the system in terms of the overall
        structure and its individual components. We follow with details about the system
        implementation. Lastly, we evaluate the final system implementation against our
        desired objectives}, 
  www_section = {anomaly, censorship, detection, GNUnet}, 
  www_pdf_url = {https://git.gnunet.org/bibliography.git/plain/docs/decmon_0.pdf}, 
  www_tags = {selected}, 
  url = {https://bibliography.gnunet.org}, 
}