A novel en route filtering scheme against false data injection attacks in cyber-physical networked systems
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This document proposes a new en-route filtering scheme called PCREF that can effectively filter false data injected by compromised sensor nodes in cyber-physical networked systems. PCREF uses polynomials instead of message authentication codes to endorse measurement reports, allowing it to be resilient to a large number of compromised nodes without relying on static routes or node localization. Analysis and experiments show that PCREF has better filtering capacity and resilience against a large number of compromised nodes compared to existing schemes.
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A novel en route filtering scheme against false data injection attacks in cyber-physical networked systems
- 1. A NovelEn-RouteFiltering Scheme Against False DataInjection Attacks in Cyber-Physical Networked Systems Abstract: In Cyber-Physical Networked Systems (CPNS), the adversary can inject false measurements into the controller through compromised sensor nodes, which not only threaten the security of the system, but also consume network resources. To deal with this issue, a number of en-route filtering schemes have been designed for wireless sensor networks. However, these schemes either lack resilience to the number of compromised nodes or depend on the statically configured routes and node localization, which are not suitable for CPNS. In this paper, we propose a Polynomial-based Compromise-Resilient En-route Filtering scheme (PCREF), which can filter false injected data effectively and achieve a high resilience to the number of compromised nodes without relying on static routes and node localization. PCREF adopts polynomials instead of Message Authentication Codes (MACs) for endorsing measurement reports to achieve resilience to attacks. Each node stores two types of polynomials: authentication polynomial and check polynomial, derived
- 2. from the primitive polynomial, and used for endorsing and verifying the measurement reports. Through extensive theoretical analysis and experiments, our data shows that PCREF achieves better filtering capacity and resilience to the large number of compromised nodes in comparison to the existing schemes.