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Software Diversity as a Defense against Viral Propagation: Models and Simulations

Published: 01 June 2005 Publication History

Abstract

The use of software diversity has often been discussed in the research literature as an effectivemeans to break up the software monoculture present on the Internet and to thus prevent malcode propagation. However, there have been no quantitative studies that examine the effectiveness of software diversity on viral propagation. In this paper, we study both real (an IPv6 BGP topology) and synthetically generated (an Erdős-Rényi random graph) network topologies and employ a popular metric called the epidemic threshold to measure resistance to viral propagation in the presence of software diversity. We show that one can increase the epidemic threshold of a network even with a naïve, random distribution of diverse software on the nodes of a network. We also show that an algorithm-driven diversity assignment further increases the epidemic threshold. These results confirm the value of strategic topology-sensitive assignment of diversity to improving the tolerance of a network tomalcode propagation.

Cited By

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  • (2016)A model for malware propagation in scale-free networks based on rumor spreading processComputer Networks: The International Journal of Computer and Telecommunications Networking10.1016/j.comnet.2016.08.010108:C(97-107)Online publication date: 24-Oct-2016
  • (2005)Malware resistant networking using system diversityProceedings of the 6th conference on Information technology education10.1145/1095714.1095759(191-197)Online publication date: 20-Oct-2005

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Published In

cover image ACM Conferences
PADS '05: Proceedings of the 19th Workshop on Principles of Advanced and Distributed Simulation
June 2005
280 pages
ISBN:0769523838

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IEEE Computer Society

United States

Publication History

Published: 01 June 2005

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PADS '05 Paper Acceptance Rate 30 of 46 submissions, 65%;
Overall Acceptance Rate 398 of 779 submissions, 51%

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Cited By

View all
  • (2016)A model for malware propagation in scale-free networks based on rumor spreading processComputer Networks: The International Journal of Computer and Telecommunications Networking10.1016/j.comnet.2016.08.010108:C(97-107)Online publication date: 24-Oct-2016
  • (2005)Malware resistant networking using system diversityProceedings of the 6th conference on Information technology education10.1145/1095714.1095759(191-197)Online publication date: 20-Oct-2005

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