Mimic Defense Techniques of Edge-Computing Terminal

Sang, Xiaonan; Li, Qianmu

doi:10.1109/bigdataservice.2019.00043

Cited by 5 publications

(2 citation statements)

References 4 publications

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“…2) The second direction focuses on security optimization based on the idea of mimicry defense, which can increase the difficulty of attacks and reduce the probability of a successful attack [24], [25]. However, this method can cause a big waste of communication resources, and in some cases, it may not be worthwhile to exchange communication resources for reliability.…”

Section: B Optimization Of Sfcmentioning

confidence: 99%

On Credibility-Based Service Function Chain Deployment

Fan

Cui

et al. 2021

IEEE Open J. Comput. Soc.

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With the advancements of Software Defined Networking and Network Function Virtualization technologies, users can access the software-based service function chain (SFC), which is composed of multiple sequential virtual network function (VNF) nodes. Although SFC is more flexible and adaptive in terms of design and deployment, the security risks should not be underestimated. At present, there is a lack of security or risk assessment for SFC, and SFC deployments rarely take their security into account. However, vulnerabilities and risks can cause VNF node failure during operation, which can lead to issues such as disruptions in SFC service and user data leakage. This paper proposes the concept of SFC credibility, which quantifies the authenticity, availability, and reliability of the VNF nodes from both time and space dimensions. Then, a hierarchical credibility evaluation model is built such that VNF nodes can be selected for the user based on their trustworthiness. A credibility-based deployment strategy is further designed for SFC and the corresponding VNF forwarding graph. Furthermore, a comparative study with three existing deployment strategies has shown the advantages of the proposed method. The extensive experimental results demonstrate the improved trust degree and the acceptance rate of SFC with a limited budget.

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Section: B Optimization Of Sfcmentioning

confidence: 99%

On Credibility-Based Service Function Chain Deployment

Fan

Cui

et al. 2021

IEEE Open J. Comput. Soc.

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“…Based on [37,38], Sang and Li [39] studied mimic defence techniques of edge computing terminal, which is also the basic framework of this paper. However, there are few researches focusing on the security analysis methods of mimic defence systems.…”

Section: Introductionmentioning

confidence: 99%

GLIDE: A Game Theory and Data-Driven Mimicking Linkage Intrusion Detection for Edge Computing Networks

Hou

Meng

et al. 2020

Complexity

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The real-time and high-continuity requirements of the edge computing network gain more and more attention because of its active defence problem, that is, a data-driven complex problem. Due to the dual constraints of the hybrid feature of edge computing networks and the uncertainty of new attack features, implementing active defence measures such as detection, evasion, trap, and control is essential for the security protection of edge computing networks with high real-time and continuity requirements. The basic idea of safe active defence is to make the defence gain more significant than the attack loss. To encounter the new attacks with uncertain features introduced by the ubiquitous transmission network in the edge computing network, this paper investigates the attack behaviour and presents an attack-defence mechanism based on game theory. Based on the idea of dynamic intrusion detection, we utilize the game theory in the field of edge computing network and suggest a data-driven mimicry intrusion detection game model-based technique called GLIDE. The game income of participants and utility computing methods under different deployment strategies are analysed in detail. According to the proof analysis of the Nash equilibrium condition in the model, the contradictory dynamic game relationship is described. Therefore, the optimal deployment strategy of the multiredundancy edge computing terminal intrusion detection service in the edge computing network is obtained by solving the game balance point. The detection probability of the edge computing network for network attacks is improved, and the cost of intrusion detection of the edge computing network is reduced.

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Privacy Issues in Edge Computing

Gao

Luan²,

et al. 2021

Wireless Networks

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Mimic Defense Techniques of Edge-Computing Terminal

Cited by 5 publications

References 4 publications

On Credibility-Based Service Function Chain Deployment

On Credibility-Based Service Function Chain Deployment

GLIDE: A Game Theory and Data-Driven Mimicking Linkage Intrusion Detection for Edge Computing Networks

Privacy Issues in Edge Computing

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