Essays about: "In-Vehicle Intrusion Detection System"

Found 4 essays containing the words In-Vehicle Intrusion Detection System.

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

   University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

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

   Abstract : 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. READ MORE

3. 2. Combining Anomaly- and Signaturebased Algorithms for IntrusionDetection in CAN-bus : A suggested approach for building precise and adaptiveintrusion detection systems to controller area networks

   University essay from Malmö universitet/Fakulteten för teknik och samhälle (TS)

   Author : Robin Andersson; [2021]
   Keywords : CAN; Controller Area Network; IDS; Intrusion detection; personal vehicles; machine learning; hybrid; proof of concept; embeded systems; software architecture; malicious; security;

   Abstract : With the digitalization and the ever more computerization of personal vehicles, new attack surfaces are introduced, challenging the security of the in-vehicle network. There is never such a thing as fully securing any computer system, nor learning all the methods of attack in order to prevent a break-in into a system. READ MORE

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

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

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

   Abstract : 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. READ MORE

5. 4. Security Threats and Countermeasures for Connected Vehicles

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

   Author : Xuwei Gong; [2019]
   Keywords : Connected vehicle; Use case; Threat analysis; Countermeasures; anslutna fordon; användningsfall; hotanalys; motåtgärd;

   Abstract : With the rapid development of connected vehicles, automotive security has become one of the most important topics. To study how to protect the security of vehicle communication, we analyze potential threats for connected vehicles and discuss countermeasures to mitigate these threats. READ MORE