Coordinated Thermal Safety Attack and Defense on EV Battery Management Systems

Battery temperature sensor and battery current sensor data which are key sensing inputs to the Battery Management Controllers in electric vehicles, are vulnerable to possible cyber/physical manipulation due to known vulnerabilities inherited from CAN bus technology that is used for in-vehicle communications between electronic control units that transfer sensing and control data. In this paper, we first create a simulation that enables us to evaluate impact of cyber physical attacks on electric vehicle battery management system in a controlled environment that violates thermal safety. Specifically, we emulate a Level 3 - DC fast charging system with SAE J1772/CCS, integrated with standard charging controls and thermal safety controls on EVs, and various sensing data flows. Second, we propose a coordinated current and battery temperature attack that has crippling economic, and safety impacts. Third, we quantify the usability, economic and safety impacts of such attacks as a function of the extent of data manipulation. Finally, we propose a physics model driven detection technique to detect presence of such attacks.

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Publication Details

Published
2025-06-16
DOI
https://doi.org/10.1109/smartcomp65954.2025.00060
Primary Topic
Risk and Safety Analysis
Type
article
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article

Coordinated Thermal Safety Attack and Defense on EV Battery Management Systems

Richard Meyer, Shameek Bhattacharjee, Moayad Altawalbeh
1 links
Risk and Safety Analysis
article

Coordinated Thermal Safety Attack and Defense on EV Battery Management Systems

Richard Meyer, Shameek Bhattacharjee, Moayad Altawalbeh
article en

Abstract

Battery temperature sensor and battery current sensor data which are key sensing inputs to the Battery Management Controllers in electric vehicles, are vulnerable to possible cyber/physical manipulation due to known vulnerabilities inherited from CAN bus technology that is used for in-vehicle communications between electronic control units that transfer sensing and control data. In this paper, we first create a simulation that enables us to evaluate impact of cyber physical attacks on electric vehicle battery management system in a controlled environment that violates thermal safety. Specifically, we emulate a Level 3 - DC fast charging system with SAE J1772/CCS, integrated with standard charging controls and thermal safety controls on EVs, and various sensing data flows. Second, we propose a coordinated current and battery temperature attack that has crippling economic, and safety impacts. Third, we quantify the usability, economic and safety impacts of such attacks as a function of the extent of data manipulation. Finally, we propose a physics model driven detection technique to detect presence of such attacks.

Western Michigan University (US)
Affordable and clean energy
Openalex Percentile: Top 84%
Risk and Safety Analysis
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Coordinated Thermal Safety Attack and Defense on EV Battery Management Systems — Richard Meyer, Shameek Bhattacharjee, et al. · (2025) | TGRS Research Map | TGRS