An intrusion detection scheme for driverless vehicles based gyroscope sensor profiling

An intrusion detection scheme for driverless vehicles based gyroscope sensor profiling
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DOI:
10.1109/icce.2017.7889391
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发表时间:
2017-03
期刊:
2017 IEEE International Conference on Consumer Electronics (ICCE)
影响因子:
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通讯作者:
K. Alheeti;Rabab Al-Zaidi;J. Woods;K. Mcdonald-Maier
K. Alheeti;Rabab Al-Zaidi;J. Woods;K. Mcdonald-Maier
中科院分区:
其他
文献类型:
--
作者:
K. Alheeti;Rabab Al-Zaidi;J. Woods;K. Mcdonald-Maier

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自动驾驶车辆的车载自组织网络可能会受到内部和外部攻击。这些网络的隐私和安全对于有效保护通信系统免受可能的攻击至关重要。本文提出了一种基于集成电路可编程逻辑器件(ICSFET)的智能入侵检测系统,该系统对意外攻击具有显著的防御能力。所提出的安全系统在无人驾驶车辆和半无人驾驶车辆的车载自组织网络中识别和阻止恶意车辆方面表现出良好的性能。
Vehicular ad-hoc networks of self-driving vehicles are potentially exposed to both internal and external attacks. The privacy and security of these networks is paramount for effective protection of communication systems from possible attacks. We propose an intelligent intrusion detection system in this paper that is based on Integrated Circuit Metrics (ICMetrics), which has significant defensive capability against unexpected attacks. The proposed security system shows good performance in identifying and blocking malicious vehicles in vehicular ad-hoc networks of driverless vehicles and semi driverless vehicles.