Sökning: "Anomaly or Intrusion Detection System IDS"

Hittade 4 uppsatser innehållade orden Anomaly or Intrusion Detection System IDS.

1. 1. Increasing the Trustworthiness ofAI-based In-Vehicle IDS usingeXplainable AI

   Uppsats för yrkesexamina på avancerad nivå, Mittuniversitetet/Institutionen för informationssystem och –teknologi

   Författare :Hampus Lundberg; [2022]
   Nyckelord :Intrusion Detection System; In-Vehicle Intrusion Detection System; Machine Learning; Deep Learning; Explainable Artificial Intelligence; Trustworthiness.;

   Sammanfattning : An in-vehicle intrusion detection system (IV-IDS) is one of the protection mechanisms used to detect cyber attacks on electric or autonomous vehicles where anomaly-based IDS solution have better potential at detecting the attacks especially zero-day attacks. Generally, the IV-IDS generate false alarms (falsely detecting normal data as attacks) because of the difficulty to differentiate between normal and attack data. LÄS MER

3. 2. Network Traffic Analysis and Anomaly Detection : A Comparative Case Study

   Magister-uppsats, Högskolan i Halmstad/Akademin för informationsteknologi

   Författare :Rona Babu; [2022]
   Nyckelord :Computer security; Network Traffic Analysis NTA ; Anomaly or Intrusion Detection System IDS ; SIEM; Splunk; Security Onion;

   Sammanfattning : Computer security is to protect the data inside the computer, relay the information, expose the information, or reduce the level of security to some extent. The communication contents are the main target of any malicious intent to interrupt one or more of the three aspects of the information security triad (confidentiality, integrity, and availability). LÄS MER

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

   Magister-uppsats, Mälardalens högskola/Akademin för innovation, design och teknik

   Författare :Roland Plaka; [2021]
   Nyckelord :intrusion detection; machine learning; security;

   Sammanfattning : 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. LÄS MER

5. 4. A Concept for an Intrusion Detection System over Automotive Ethernet

   Master-uppsats, Lunds universitet/Institutionen för elektro- och informationsteknik

   Författare :Hanna Lindwall; Pontus Ovhagen; [2020]
   Nyckelord :Intrusion Detection System; Deep Packet Inspection; Specification-based Detection; Anomaly-based Detection; V2G; Automotive Ethernet.; Technology and Engineering;

   Sammanfattning : A modern automotive vehicle is a complex technical system, containing many electronic, mechanical, and software parts. Typically, a high-end vehicle contains 70 or more electronic control units (ECUs) on average. LÄS MER