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DBIS

Development of a hybrid Intrusion Detection System for EV Charging Stations

December 2nd, 2024

Thesis Type
  • Bachelor
Student
Danni Xiang
Status
Running
Presentation room
Seminar room I5 6202
Supervisor(s)
stefan@stefandecker.org
Advisor(s)
charuj
chijiokeeze
Contact
charukeshi.mayuresh.joglekar@fit.fraunhofer.de
chijioke.eze@eonerc.rwth-aachen.de

Electric Vehicle Charging needs to be managed by a complex cyber-physical system in which different actors interact to ensure user satisfaction and grid resilience. This however poses a challenges to security of EV charging as well as the power grid. As the core component of the EVCS ecosystem, a complex CPS, public EVCSs need to address not only network-based attacks within the communication network but also host-based attacks directly targeting the charging stations. This thesis proposes a hybrid IDS for EVCS based on CICEVSE2024 dataet, which comprises an NIDS deployed at the CSMS in the cyber layer and HIDSs placed at each EVCS.