Revisiting a Probabilistic Moving Target Defense Strategy to Handle Attacks Against Network Nodes with Multiple Resources

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Traditional cyber defense strategies rely on a linear approach that involves detecting threats, selecting defenses, and mitigating attacks; yet, they struggle with emerging, unrecognized, and advanced threats. In search of a more robust solution, researchers have explored innovative strategies to maintain cybersecurity in a network without prior knowledge of the adversary or the specific attack being executed. One such strategy is known as Moving Target Defense (MTD). Leveraging Bayesian Stackelberg game theory, we establish optimal strategies for the defender and adversary, showcasing how the defender can reduce costs by steering attacks away from higher criticality nodes. This approach helps the defender implement a novel MTD logic model for either diversion or minimization of the attack damages. We use simulation results to show how our approach surpasses previous strategies. Our approach offers improvements in managing a multitude of resources. The new approach, while not addressing the known drawbacks, lays the foundation for more advanced MTD models that can incorporate a more detailed representation of system resources.

Original languageEnglish
Title of host publicationAdvances in Information and Communication - Proceedings of the 2025 Future of Information and Communication Conference, FICC 2025
EditorsKohei Arai
PublisherSpringer Science and Business Media Deutschland GmbH
Pages536-554
Number of pages19
ISBN (Print)9783031853623
DOIs
Publication statusPublished - 1 Jan 2025
EventFuture of Information and Communication Conference, FICC 2025 - Berlin, Germany
Duration: 28 Apr 202529 Apr 2025

Publication series

NameLecture Notes in Networks and Systems
Volume1284 LNNS
ISSN (Print)2367-3370
ISSN (Electronic)2367-3389

Conference

ConferenceFuture of Information and Communication Conference, FICC 2025
Country/TerritoryGermany
CityBerlin
Period28/04/2529/04/25

Keywords

  • Cyber defense
  • Cybersecurity
  • Game theory
  • Logic model
  • Moving target defense

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