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Trustability for Resilient Internet of Things Services on 5G Multiple Access Edge Cloud Computing.

Suleyman Uslu1, Davinder Kaur1, Mimoza Durresi2

  • 1Department of Computer & Information Science, Indiana University Purdue University Indianapolis, Indianapolis, IN 46202, USA.

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Summary

A new trust-based defense framework enhances resilience for Internet of Things (IoT) services on 5G multi-access edge computing (MEC) systems. This approach measures system trustability against attacks, optimizing performance and cost for secure IoT deployment.

Keywords:
5G multiple access edge computing securityattack mitigationinternet of things sensor securitytrust managementtrustworthy and resilient systems

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Area of Science:

  • Cybersecurity
  • Wireless Communication Networks
  • Distributed Systems

Background:

  • The proliferation of Internet of Things (IoT) devices necessitates robust security measures for 5G networks.
  • Existing security approaches focused on prevention and detection are insufficient against novel, sophisticated attacks targeting IoT ecosystems.
  • A shift towards resilience, incorporating active monitoring and advanced mitigation, is crucial for securing 5G-enabled IoT.

Purpose of the Study:

  • To propose a novel trust-based defense framework for resilient IoT services within 5G multi-access edge computing (MEC) environments.
  • To introduce and validate a 'trustability' metric, quantifying system trustworthiness under attack scenarios.
  • To analyze the trade-off between system trustability, cost, and net utility.

Main Methods:

  • Development of a trust-based defense framework utilizing a trustability metric, an extension of reliability.
  • Simulation of various attack vectors on 5G MEC systems with multiple nodes and sensor redundancy.
  • Evaluation of dynamic node addition/removal strategies and their impact on trustability and net utility.

Main Results:

  • The proposed framework effectively measures the trustability of entire IoT systems, including those with redundant sensors.
  • Simulations demonstrated that trustability correlates with dynamic node management capabilities (addition/removal of untrusted nodes).
  • Comparison of edge cloud configurations showed the defense framework accurately measures net utility, balancing resilience and cost.

Conclusions:

  • The trust-based defense framework provides a satisfactory level of resilience for IoT on 5G MEC systems.
  • Trustability serves as a key metric for balancing system cost with the need for redundant resources against diverse attacks.
  • The framework offers a viable strategy for enhancing the security and reliability of future IoT deployments.