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<p>This research work introduces a Genetic Algorithm (GA)-based novel technique for elevated cryptographic security in smart grids. Substitution boxes (S-boxes) are helpful tool for data protection among energy sources, storage units, and controllers. This article deals with an application of GA to optimize chaos-based S-boxes. The GA significantly improves S-box properties like non-linearity and resistance to attacks through selection, crossover, and mutation. This assures more secure and reliable communication framework, supporting efficient and resilient energy distribution in modern smart grids.</p>

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Genetic algorithm based optimized cryptographic security in smart grids for robust communication and energy management

  • 期刊论文

  • 出版模式：

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  • 发表日期：

    2025年11月21日

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  • Shabieh Farwa,
  • Aaminah Shahid,
  • Ayesha Sohail

摘要

This research work introduces a Genetic Algorithm (GA)-based novel technique for elevated cryptographic security in smart grids. Substitution boxes (S-boxes) are helpful tool for data protection among energy sources, storage units, and controllers. This article deals with an application of GA to optimize chaos-based S-boxes. The GA significantly improves S-box properties like non-linearity and resistance to attacks through selection, crossover, and mutation. This assures more secure and reliable communication framework, supporting efficient and resilient energy distribution in modern smart grids.