The Interplay of Markets and Security in 5G Shared Spectrum Services
This project is supported by the National Science Foundation under grant CNS-1908087. This support is graciously acknowledged.
Efficient and secure use of shared spectrum is critical to support the demands from emerging 5G wireless applications that have potential benefits across society. This project is addressing these by considering intertwined economic and security issues in 5G wireless networks that use more flexible spectrum access paradigms, such as the recently finalized rules for the 3.5 GHz Citizens Broadband Radio Service (CBRS) band. These new paradigms will result in new market structures for providing wireless services. However, this expanded flexibility can also lead to an increase in the security vulnerabilities of wireless systems. These two issues are inherently coupled. For example, the emerging market structures can impact the security a firm can offer to its customers and the firm’s willingness to develop and deploy technology to improve on this. Moreover, in many spectrum sharing paradigms there may be different types of interacting firms such as service providers, database operators, etc. The economic and technological interactions among these firms will dictate the resulting security level given to end-users. Such interactions are not well understood in general. The goal of this project is to develop a deeper understanding of the interactions between security and markets in emerging spectrum sharing paradigms, including characterizing the cost and incentives of deploying security mechanisms in market environments. Thus, the project is expected to reduce economic uncertainties tied to security issues in shared spectrum bands.
The research is combining ideas from wireless networking, cyber-security and network economics in ways that have not been previously explored in the context of shared spectrum. Specific problems areas being addressed include (1) studying how wireless service providers should price and provision “security-as-a-service”; (2) understanding the market interactions of multiple wireless service providers and how different spectrum sharing approaches impact the competition and security investment incentives of the providers; (3) evaluating the impact of spatial interferences and their knock-on economic and security effects. The theoretical insights are complemented with an evaluation plan that leverages simulations and available data sets to ensure their robustness and applicability. Other broader impacts being pursued include: (1) engaging undergraduate and under-represented students; (2) developing wireless security labs; and (3) organizing workshop and tutorial sessions on the project’s topic at leading conferences, to inform stakeholders from government, industry, and academia and foster interactions.
- Jonathan Chamberlain (PhD)
- Nataša Trkulja (PhD)
- Arturo Garcia (Undergraduate)
- Byron Mitchell (Undergraduate)
- John Mikulskis (Undergrduate)
Prof. Randall Berry (Northwestern U.)
- Jonathan Chamberlain and David Starobinski, “Equilibrium Analysis of CBRS Systems with Incumbent and Strategic Users,” submitted.
- Liangxiao Xin and David Starobinski, “Countering Cascading Denial of Service Attacks on Wi-Fi Networks,” IEEE/ACM Transactions on Networking, Vol. 29, No. 3, pp. 1335-1348, June 2021. pdf
- Jonathan Chamberlain and David Starobinski, “Strategic Revenue management of Preemptive versus Non-preemptive Queues,” Operations Research Letters, Vol. 49, pp. 184-187, March 2021. pdf
- Stefan Gvozdenovic, Johannes K. Becker, and David Starobinski, “SDR-based PHY Characterization of Zigbee Devices,” IEEE MWSCAS 2020, August 2020. pdf
- Stefan Gvozdenovic, Johannes K. Becker, John Mikulskis, and David Starobinski, “Truncate after Preamble: PHY-based Starvation Attacks on IoT Networks,” ACM WiSec 2020, July 2020. pdf
- Jonathan Chamberlain and David Starobinski, “Social Welfare and Price of Anarchy in Preemptive Priority Queues,” Operations Research Letters, Vol. 48, pp. 530-533, July 2020. pdf
- Zhenpeng Shi, Azer Bestavros, Ariel Orda, and David Starobinski, “A Game-Theoretic Analysis of Shared/Buy-in Computing Systems,” IEEE Open Journal of the Communications Society, Vol. 1, pp. 190-204, 2020. pdf