Browsing Τμήμα Πληροφορικής / Department of Computer Science by Author "Ioannou, Christiana"

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    • Conference Object  

      Classifying Security Attacks in IoT Networks Using Supervised Learning 

      Ioannou, Christiana; Vassiliou, Vasos (2019)
      Machine learning models have long be proposed to detect the presence of unauthorized activity within computer networks. They are used as anomaly detection techniques to detect abnormal behaviors within the network. We ...
    • Conference Object  

      An Intrusion Detection System for Constrained WSN and IoT Nodes Based on Binary Logistic Regression 

      Ioannou, Christiana; Vassiliou, Vasos (Association for Computing Machinery, 2018)
      In this paper we evaluate the feasibility of running a lightweight Intrusion Detection System within a constrained sensor or IoT node. We propose mIDS, which monitors and detects attacks using a statistical analysis tool ...
    • Article  

      Security Agent Location in the Internet of Things 

      Ioannou, Christiana; Vassiliou, Vasos (2019)
      The Internet of Things (IoT) provides the ability to extend the Internet into devices and everyday objects, in a way that they are uniquely addressable. Sensors, actuators, as well as everyday devices and objects, such as ...