Skip to Main content Skip to Navigation
Conference papers

Heterogeneous Multi-Layer Adversarial Network Design for the IoT-Enabled Infrastructures

Abstract : The emerging Internet of Things (IoT) applications that leverage ubiquitous connectivity and big data are facilitating the realization of smart everything initiatives. IoT-enabled infras-tructures can be naturally divided into two layers including the existing infrastructure layer and the underlaid device network. The connectivity between different components in the infrastructure networks plays an important role in delivering real-time information and ensuring a high-level situational awareness. However, IoT-enabled infrastructures face cyber threats due to the wireless nature of communications. Therefore, maintaining the network connectivity in the presence of adversaries is a critical task for the infrastructure network operators. In this paper, we establish a three-player three-stage game-theoretic framework including two network operators and one attacker to capture the secure design of multi-layer infrastructure networks by allocating limited resources. We use subgame perfect Nash equilibrium (SPE) to characterize the strategies of players with sequential moves. In addition, we assess the efficiency of the equilibrium network by comparing with its team optimal solution counterparts in which two network operators can coordinate to design a secure network. We further design a scalable algorithm to construct the equilibrium secure IoT-enabled infrastructure networks. Finally, we use case studies on Internet of Battlefield Things (IoBT) to corroborate the obtained results.
Document type :
Conference papers
Complete list of metadata

Cited literature [12 references]  Display  Hide  Download

https://hal.inria.fr/hal-01673091
Contributor : Corinne Touati <>
Submitted on : Thursday, December 28, 2017 - 3:05:28 PM
Last modification on : Thursday, August 1, 2019 - 2:13:44 PM

File

twoLayers_main.pdf
Files produced by the author(s)

Identifiers

  • HAL Id : hal-01673091, version 1

Collections

Citation

Juntao Chen, Corinne Touati, Quanyan Zhu. Heterogeneous Multi-Layer Adversarial Network Design for the IoT-Enabled Infrastructures. IEEE GLOBECOM 2017, Dec 2017, Singapore, Singapore. pp.1-8. ⟨hal-01673091⟩

Share

Metrics

Record views

117

Files downloads

366