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Deception-based game theoretical approach to mitigate DoS attacks

  • SUNY Buffalo
  • Singapore University of Technology and Design
  • Nanyang Technological University

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

49 Scopus citations

Abstract

Denial of Service (DoS) attacks prevent legitimate users from accessing resources by compromising availability of a system. Despite advanced prevention mechanisms, DoS attacks continue to exist, and there is no widely-accepted solution. We propose a deception-based protection mechanism that involves game theory to model the interaction between the defender and the attacker. The defender’s challenge is to determine the optimal network configuration to prevent attackers from staging a DoS attack while providing service to legitimate users. In this setting, the defender can employ camouflage by either disguising a normal system as a honeypot, or by disguising a honeypot as a normal system. We use signaling game with perfect Bayesian equilibrium (PBE) to explore the strategies and point out the important implications for this type of dynamic games with incomplete information. Our analysis provides insights into the balance between resource and investment, and also shows that defenders can achieve high level of security against DoS attacks with cost-effective solutions through the proposed deception strategy.

Original languageEnglish
Title of host publicationDecision and Game Theory for Security - 7th International Conference, GameSec 2016, Proceedings
EditorsEmmanouil Panaousis, Milind Tambe, Tansu Alpcan, William Casey, Quanyan Zhu
PublisherSpringer Verlag
Pages18-38
Number of pages21
ISBN (Print)9783319474120
DOIs
StatePublished - 2016
Event7th International Conference on Decision and Game Theory for Security, GameSec 2016 - New York, United States
Duration: Nov 2 2016Nov 4 2016

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume9996 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference7th International Conference on Decision and Game Theory for Security, GameSec 2016
Country/TerritoryUnited States
CityNew York
Period11/2/1611/4/16

Keywords

  • Deception
  • DoS attacks
  • Game theory
  • Honeypot
  • Perfect bayesian equilibrium
  • Security
  • Signaling game

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