Secure and Personalized Edge Computing Services in 6G Heterogeneous Vehicular Networks

Hui, Yilong; Cheng, Nan; Su, Zhou; Huang, Yuanhao; Zhao, Pincan; Luan, Tom H.; Li, Changle

doi:10.1109/jiot.2021.3065970

Cited by 64 publications

(24 citation statements)

References 39 publications

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“…In [23], the authors explore the application of Blockchain (BC) technology alongside ML in order to protect vehicular networks from cyber attacks. Similarly, in [24] the authors use a smart contract architecture in heterogeneous vehicular networks for collaboratively performing tasks between moving vehicles and parked vehicles. The smart transactions consider the characteristics of both the network and the attack models for improving security.…”

Section: Securitymentioning

confidence: 99%

Towards dependable 6G networks

Rodríguez¹,

Ahmad²,

Huusko³

et al. 2023

Preprint

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<p>6G communication networks must be highly dependable due to the huge number applications, services, and public infrastructures that will be dependant on it. However, the integration of vast number of technologies, ranging from physical layer up to the application layer, and diverse services ranging from entertainment to mission critical public services need investigation of the infrastructure from dependability point of view. We take four dependability concepts such as reliability, availability, safety and security, and discuss the dependability of 6G networks. Since intelligence and distribution of control functions and elements make the core of future networks, specific diligence is given federated learning and edge intelligence. This article, in summary, provides interesting insights into existing challenges and advocates future research through highlighting the most important research directions to make 6G dependable.</p>

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Section: Securitymentioning

confidence: 99%

Towards dependable 6G networks

Rodríguez¹,

Ahmad²,

Huusko³

et al. 2023

Preprint

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“…Moreover, given little vision of 6G concepts at the time of the studies of [21], [22], many predictions on the security issues for next-generation networks favor referring to conventional threats such as side-channel attacks and Distributed Denial-of-Service (DDoS) attacks. Several field surveys such as security in 6G heterogeneous vehicular networks [23], tactile Internet [20], security in edge-computing-assisted IoT networks [24] indicate that ultra-high reliability and real-time protection will be key requirements of many applications in future networks. However, 6G communication models and security architecture are not explicitly included in the discussions of the surveys.…”

Section: Structure Of the Papermentioning

confidence: 99%

Security and privacy for 6G: A survey on prospective technologies and challenges

Nguyen,

Lin,

Cheng

et al. 2021

Preprint

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Sixth-generation (6G) mobile networks will have to cope with diverse threats on a space-air-ground integrated network environment, novel technologies, and an accessible user information explosion. However, for now, security and privacy issues for 6G remain largely in concept. This survey provides a systematic overview of security and privacy issues based on prospective technologies for 6G in the physical, connection, and service layers, as well as through lessons learned from the failures of existing security architectures and state-of-the-art defenses.Two key lessons learned are as follows. First, other than inheriting vulnerabilities from the previous generations, 6G has new threat vectors from new radio technologies, such as the exposed location of radio stripes in ultra-massive MIMO systems at Terahertz bands and attacks against pervasive intelligence. Second, physical layer protection, deep network slicing, quantum-safe communications, artificial intelligence (AI) security, platform-agnostic security, real-time adaptive security, and novel data protection mechanisms such as distributed ledgers and differential privacy are the top promising techniques to mitigate the attack magnitude and personal data breaches substantially.

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“…However, since vehicles can dynamically and independently move, the direct transmission is very challenging. Thus, routing protocol is considered as one of the possible solutions to establish the route in vehicular ad-hoc networks (VANETs) [ 3 , 4 , 5 ]. In addition, the clustering protocols can enhance the stability of networks by making the clustering and electing the cluster head that can communicate with different cluster heads [ 6 ].…”

Section: Introductionmentioning

confidence: 99%

A Hybrid Price Auction-Based Secure Routing Protocol Using Advanced Speed and Cosine Similarity-Based Clustering against Sinkhole Attack in VANETs

Pramitarini

Perdana

Tran

et al. 2022

Sensors

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In ad-hoc vehicle networks (VANETs), the random mobility causes the rapid network topology change, which leads to the challenge of the reliable data transmission. In this paper, we propose a hybrid-price auction-based secure routing (HPA-SR) protocol using advanced speed and cosine similarity-based (ASCS) clustering to establish a secure route to avoid sinkhole attacks and improve connectivity between nodes. The main features and contributions of the proposed HPA-SR protocol are as follows. First, the HPA-SR protocol is employed by the first- and second-price auctions to avoid sinkhole attacks. More specifically, using the Markov decision process (MDP), each node can select a kind of auction method to establish the secure route by avoiding the sinkhole attack. Second, the advanced speed cosine similarity clustering protocol that is considered as underlying structure is presented to improve the connectivity between nodes. The ASCS is constructed based on the cosine similarity and distance between nodes using the speed and direction of the nodes. The results of the performance show that the proposed HPA-SR protocol can establish the secure route avoiding the sinkhole attack while the proposed ASCS clustering can support the strong connectivity. Besides, the HPA-SR with ASCS protocol can show better performance than the benchmark protocol in terms of the routing delay, packet loss ratio, number of packet loss, and control overhead.

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Secure and Personalized Edge Computing Services in 6G Heterogeneous Vehicular Networks

Cited by 64 publications

References 39 publications

Towards dependable 6G networks

Towards dependable 6G networks

Security and privacy for 6G: A survey on prospective technologies and challenges

A Hybrid Price Auction-Based Secure Routing Protocol Using Advanced Speed and Cosine Similarity-Based Clustering against Sinkhole Attack in VANETs

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