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Maintaining Cyber Resilience in the Reconfigurable Networks with Immunization and Improved Network Game Methods.

Maxim Kalinin1, Evgeny Pavlenko1, Georgij Gavva1

  • 1Institute of Computer Science and Cybersecurity, Peter the Great St. Petersburg Polytechnic University, 29 Polytekhnicheskaya ul., 195251 St. Petersburg, Russia.

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This study introduces a novel cyber resilience technique combining network immunization and gaming for topology rebuilding. The method effectively protects reconfigurable networks against attacks while minimizing restructuring costs.

Keywords:
cyber resilienceimmunizationnetwork gamepath lengthreconfigurable networksecuritytopology

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Area of Science:

  • Cybersecurity
  • Network Engineering
  • Computer Science

Background:

  • Reconfigurable networks require robust protection against cyber threats.
  • Maintaining network functionality and structural integrity during attacks is crucial.
  • Existing methods may lack efficiency in adaptive protection and cost-effectiveness.

Purpose of the Study:

  • To propose and evaluate a novel technique for protecting reconfigurable networks.
  • To enhance cyber resilience through topology rebuilding.
  • To combine network immunization and gaming for adaptive defense.

Main Methods:

  • Implementing topology rebuilding using a combination of immunization and network gaming.
  • Developing formal descriptions for global and local immune strategies.
  • Utilizing a network game model for topology analysis and identifying critical nodes/sectors.
  • Improving the network game method with a maximum path length criterion for optimization.

Main Results:

  • The proposed method effectively maintains system quality within functional limits.
  • Demonstrated significant reduction in the cost of system protective restructuring.
  • The technique proved effective in identifying nodes for disconnection/replacement and affected network sectors.
  • Preserved structural integrity of the network through combined optimization and immunization.

Conclusions:

  • The integrated approach of immunization and network gaming offers a powerful solution for cyber resilience in reconfigurable networks.
  • The method provides an effective balance between functional preservation and structural integrity.
  • The optimized technique reduces the overhead associated with network protection and restructuring.