JOURNAL ARTICLE

Optimal Defense Strategy Against Intentional Attacks

Gregory Levitin

Year: 2007 Journal:   IEEE Transactions on Reliability Vol: 56 (1)Pages: 148-157   Publisher: Institute of Electrical and Electronics Engineers

Abstract

This paper presents a generalized model of damage caused to a complex multi-state series-parallel system by intentional attack. The model takes into account the defense strategy that presumes separation and protection of system elements. The defense strategy optimization methodology is suggested, based on the assumption that the attacker tries to maximize the expected damage of an attack. An optimization algorithm is presented that uses a universal generating function technique for evaluating the losses caused by system performance reduction, and a genetic algorithm for determining the optimal defense strategy. Illustrative examples of defense strategy optimization are presented

Keywords:
Computer science Genetic algorithm Function (biology) Mathematical optimization Optimization problem Reduction (mathematics) Algorithm Mathematics Machine learning

Metrics

97
Cited By
41.03
FWCI (Field Weighted Citation Impact)
34
Refs
1.00
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Reliability and Maintenance Optimization
Physical Sciences →  Engineering →  Safety, Risk, Reliability and Quality
Software Reliability and Analysis Research
Physical Sciences →  Computer Science →  Software
Risk and Safety Analysis
Social Sciences →  Decision Sciences →  Statistics, Probability and Uncertainty
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