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A Game Theoretical Model for Optimal Distribution of Network Security Resources

  • Ziad IsmailEmail author
  • Christophe Kiennert
  • Jean Leneutre
  • Lin Chen
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 10575)

Abstract

Enforcing security in a network always comes with a tradeoff regarding budget constraints, entailing unavoidable choices for the deployment of security equipment over the network. Therefore, finding the optimal distribution of security resources to protect the network is necessary. In this paper, we focus on Intrusion Detection Systems (IDSs), which are among the main components used to secure networks. However, configuring and deploying IDSs efficiently to optimize attack detection and mitigation remain a challenging task. In particular, in networks providing critical services, optimal IDS deployment depends on the type of interdependencies that exists between vulnerable network equipment. In this paper, we present a game theoretical analysis for optimizing intrusion detection in such networks. First, we present a set of theoretical preliminary results for resource constrained network security games. Then, we formulate the problem of intrusion detection as a resource constrained network security game where interdependencies between equipment vulnerabilities are taken into account. Finally, we validate our model numerically via a real world case study.

Keywords

Intrusion detection Optimization Non-cooperative game theory 

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Copyright information

© Springer International Publishing AG 2017

Authors and Affiliations

  • Ziad Ismail
    • 1
    Email author
  • Christophe Kiennert
    • 2
  • Jean Leneutre
    • 1
  • Lin Chen
    • 3
  1. 1.Télécom ParisTech, Université Paris-SaclayParisFrance
  2. 2.Télécom SudParisEvryFrance
  3. 3.University of Paris-Sud 11OrsayFrance

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