Essays about: "Network Intrusion Detection System"

Showing result 16 - 20 of 58 essays containing the words Network Intrusion Detection System.

  1. 16. Blackhole Attack Detection in Low-Power IoT Mesh Networks Using Machine Learning Algorithms

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Hossein Keipour; [2022]
    Keywords : IoT; 6LoWPAN; RPL; Intrusion Detection System; Machine Learning;

    Abstract : Low-Power Lossy Networks (LLNs) are a type of Internet of Things (IoT) meshnetwork that collaboratively interact and perform various tasks autonomously. TheRouting Protocol for Low-power and Lossy Network (RPL) is the most used rout-ing protocol for LLNs. READ MORE

  3. 17. INTRUSION DETECTION USING MACHINE LEARNING FOR INDUSTRIAL CONTROL SYSTEMS

    University essay from Mälardalens högskola/Akademin för innovation, design och teknik

    Author : Roland Plaka; [2021]
    Keywords : intrusion detection; machine learning; security;

    Abstract : An intrusion detection system (IDS) is a software application that monitors a network forunauthorized and malicious activities or security policy violations related to confidentiality,integrity, and availability of a system. In this thesis, we performed detailed literature reviewson the different types of IDS, anomaly detection methods, and machine learning algorithmsthat can be used for detection and classification. READ MORE

  4. 18. A Performance Analysis of Intrusion Detection with Snort and Security Information Management

    University essay from Linköpings universitet/Databas och informationsteknik

    Author : Christian Thorarensen; [2021]
    Keywords : Snort; Snort 3; PulledPork; IDS; Open Distro for Elasticsearch; ODFE; SIM; SIEM; ET Open; D-ITG;

    Abstract : Network intrusion detection systems (NIDSs) are a major component in cybersecurity and can be implemented with open-source software. Active communities and researchers continue to improve projects and rulesets used for detecting threats to keep up with the rapid development of the internet. READ MORE

  5. 19. Generating Datasets Through the Introduction of an Attack Agent in a SCADA Testbed : A methodology of creating datasets for intrusion detection research in a SCADA system using IEC-60870-5-104

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : August Fundin; [2021]
    Keywords : SCADA; IEC-60870-5-104; IEC-104; Network Intrusion Detection; Grid; Dataset generation;

    Abstract : .... READ MORE

  6. 20. Digital Twin-based Intrusion Detection for Industrial Control Systems

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

    Author : Seba Varghese; [2021]
    Keywords : Digital Twin; Intrusion Detection Systems; Industry 4.0; Industrial Control Systems; Machine Learning; Stacked Ensemble Model; Digital tvilling; Intrångsdetekteringssystem; Industri 4.0; Industriella styrsystem; Maskininlärning; Staplad ensemblemodell;

    Abstract : Digital twins for industrial control systems have gained significant interest over recent years. This attention is mainly because of the advanced capabilities offered by digital twins in the areas of simulation, optimization, and predictive maintenance. READ MORE