Chaff-Points Generation Method Based On Adaptive Genetic Algorithms And Non-Fixed Size Squares Boundaries For Resource Constrained Devices

2018 9TH IFIP INTERNATIONAL CONFERENCE ON NEW TECHNOLOGIES, MOBILITY AND SECURITY (NTMS)(2018)

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摘要
Chaff-points generation is one of the most important steps in the fuzzy vault encryption process. This phase is time and computational resource consuming. Several methods were proposed in the literature to optimize this step for resource constrained environments. The challenge is to generate the desired number of chaff-points in a minimum and homogeneous time and a minimum amount of computational resources. In this paper, we propose a new chaff-points generation method based on genetic algorithm and non-fixed squares boundaries for resource constrained devices. The obtained results showed that our method gives the desired number of chaff-points in a better time than other methods.
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关键词
Fuzzy vault, Chaff-points generation, Fingerprint, Genetic Algortihm, Resource Constrained
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