A Two-layer Collaborative Vehicle-Edge Intrusion Detection System for Vehicular Communications

Mirzaee, Parya Haji; Shojafar, Mohammad; Bagheri, Hamidreza; Chan, Tsz Hin; Cruickshank, Haitham; Tafazolli, Rahim

doi:10.1109/vtc2021-fall52928.2021.9625388

Cited by 8 publications

(4 citation statements)

References 13 publications

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“…But due to the computation overheads, normal digital signatures are too costly to MANET. Consequently, our OOSS can be incorporated in MANET due to its efficiency as well as small signature size, where the offline phase can bear the load of computational overhead. Two‐layer intrusion detection system (IDS) mechanism 51 : Due to increased embedded sensors and wireless connectivity, vehicles are becoming more intelligent, offering telematics, advanced driver assistance systems as well as internet access. However, there are ever increasing novel threats and security risks to autonomous and connected driving systems due to connectivity to the public networks.…”

Section: Future Scopementioning

confidence: 99%

“…However, there are ever increasing novel threats and security risks to autonomous and connected driving systems due to connectivity to the public networks. Mirzaee et al 51 proposed a two‐layer IDS mechanism that utilizes machine learning solutions for collaborative attack detection between a developed IDS platform at a mobile edge computing server and an on‐vehicle IDS module. In terms of computation and processing power, it is known that vehicles are not as constrained as IoT devices and sensors, they are obliged for handling sophisticated computations in short time span.…”

Section: Future Scopementioning

confidence: 99%

“…2. Two-layer intrusion detection system (IDS) mechanism 51 : Due to increased embedded sensors and wireless connectivity, vehicles are becoming more intelligent, offering telematics, advanced driver assistance systems as well as internet access. However, there are ever increasing novel threats and security risks to autonomous and connected driving systems due to connectivity to the public networks.…”

Section: Future Scopementioning

confidence: 99%

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An efficient procedure for online/offline ID‐based signature using extended chaotic maps and group ring

Mittal

Kumar

2022

Security and Privacy

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In this article, we utilize the notions of extended chaotic maps and group ring to propose an efficient procedure for online/offline identity based (ID-based) signature. The main purpose of engaging chaotic maps in our procedure is to reduce its computational complexity while maintaining the desired security and the purpose of including algebraic structure of group ring is to shorten the signature. We show that under chosen message attack, our signature procedure is secure under unforgeability of ID-based short signature. Most of the available online/offline signature procedures allow one time use of the offline preadministered information (offline stockpiling), but the proposed procedure grants multitime usage of the offline stockpiling. Therefore, the offline preadministered information can be reused by the signer in polynomial time. We show that our signature procedure is efficient, fast and provides signature of the small size. Finally, we compare our procedure with the several existing schemes in the literature and discuss its advantages.

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Section: Future Scopementioning

confidence: 99%

Section: Future Scopementioning

confidence: 99%

Section: Future Scopementioning

confidence: 99%

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An efficient procedure for online/offline ID‐based signature using extended chaotic maps and group ring

Mittal

Kumar

2022

Security and Privacy

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“…In addition, the high mobility of vehicles and the high dynamics of SIoV network topology will lead to frequent interruption of communication between vehicles and the loss of communication packets. Therefore, in data transmission, the reliability of communication users and the stability of communication links are crucial to users [9][10][11][12].…”

Section: Introductionmentioning

confidence: 99%

Feature Cluster-Based Secure Data Transmission Method for Social Internet of Vehicles

Xing

Liu

et al. 2023

Electronics

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Due to the high mobility of vehicles and the high dynamics of SIoV network topology, the communication between users will be frequently interrupted, thus affecting the service quality of users. In addition, due to the open nature of the SIoV wireless channel, any user can broadcast messages in the system. However, unreliable users pose serious security threats to other users on the network. In order to solve these problems, we propose a feature cluster-based secure data transmission method (FC-SDTM) to ensure safe and stable data transmission between vehicles. This method creates feature clusters according to the feature similarity of users, which provides the stability of communication between users and improves users’ reliability in the cluster. Second, consortium blockchains store the transmission data sent by the sender in the cluster for the receiver to verify, further ensuring the security of intra-cluster communication. Finally, the random number key reduces the running time of the proposed method and solves the security problem caused by cluster topology updates. The experimental results demonstrate that this method can reduce the system running time and the message exposure rate, while also improving transmission accuracy.

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DEroute: trust-aware data routing protocol based on encryption and fuzzy concept for MANET secure communication in Iot

Usturge

Kumar

2022

Information Security Journal: A Global Perspective

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A Two-layer Collaborative Vehicle-Edge Intrusion Detection System for Vehicular Communications

Cited by 8 publications

References 13 publications

An efficient procedure for online/offline ID‐based signature using extended chaotic maps and group ring

An efficient procedure for online/offline ID‐based signature using extended chaotic maps and group ring

Feature Cluster-Based Secure Data Transmission Method for Social Internet of Vehicles

DEroute: trust-aware data routing protocol based on encryption and fuzzy concept for MANET secure communication in Iot

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