Stochastic Modeling of Intrusion Tolerant Systems Based on Redundancy and Diversity

To cope with unforeseen attacks to software systems in critical application domains, redundancy-based ITSs schemes are among popular countermeasures to deploy. Designing the adequate ITS for the stated security requirements calls for stochastic analysis supports, able to assess the impact of variety of attack patterns on different ITS configurations. As contribution to this purpose, a stochastic model for ITS is proposed, whose novel aspects are the ability to account for both camouflaging components and for correlation aspects between the security failures affecting the diverse implementations of the software cyber protections adopted in the ITS. Extensive analyses are conducted to show the applicability of the model; the obtained results allow to understand the limits and strengths of selected ITS configurations when subject to attacks occurring in unfavorable conditions for the defender.

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Publication Details

Journal
IEEE Transactions on Computers
Published
2025-09-05
DOI
https://doi.org/10.1109/tc.2025.3606189
Primary Topic
Cybersecurity and Information Systems
Type
article
Field-Weighted Citation Impact
0.00
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article

Stochastic Modeling of Intrusion Tolerant Systems Based on Redundancy and Diversity

Félicita Di Giandomenico, Giulio Masetti, Silvano Chiaradonna
IEEE Transactions on Computers
Cybersecurity and Information Systems
article

Stochastic Modeling of Intrusion Tolerant Systems Based on Redundancy and Diversity

Félicita Di Giandomenico, Giulio Masetti, Silvano Chiaradonna
article en

Abstract

To cope with unforeseen attacks to software systems in critical application domains, redundancy-based ITSs schemes are among popular countermeasures to deploy. Designing the adequate ITS for the stated security requirements calls for stochastic analysis supports, able to assess the impact of variety of attack patterns on different ITS configurations. As contribution to this purpose, a stochastic model for ITS is proposed, whose novel aspects are the ability to account for both camouflaging components and for correlation aspects between the security failures affecting the diverse implementations of the software cyber protections adopted in the ITS. Extensive analyses are conducted to show the applicability of the model; the obtained results allow to understand the limits and strengths of selected ITS configurations when subject to attacks occurring in unfavorable conditions for the defender.

IEEE Transactions on ComputersVol. 74(12)
Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo" (IT)
Openalex Percentile: Top 73%
Cybersecurity and Information Systems
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