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Data is the most precious nugget to preserve in this current digital period. If data is safe, everything is safe. Most of the attacks are virtual rather physical. Therefore, a strong mechanism is due, to safeguard the data. Traditional cryptographic methods are enhanced with DNA cryptography, and still there was a demand for effective securing operations. So the gap could be made covered with the genetic algorithms combined to DNA cryptography which could bring a great achievement to secure the data. This chapter introduces a novel approach that integrates the crossover operation with DNA cryptography. This innovative combination aims to enhance the efficiency of the genetic algorithm in generating high-quality solutions for optimization and search problems. This proposed method could be undefeatable as the data encryption is done with a randomly generated crossover mask which is used for generating two offsprings randomly for every time of encryption, and so, the data is securely transmitted.

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A Novel Algorithm Using DNA Cryptography and Uniform Crossover with Crossover Mask Unlocking Optimization Potential

  • 会议论文

  • 发表日期：

    2026年

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  • Jayamma Rodda,
  • B. Kezia Rani

摘要

Data is the most precious nugget to preserve in this current digital period. If data is safe, everything is safe. Most of the attacks are virtual rather physical. Therefore, a strong mechanism is due, to safeguard the data. Traditional cryptographic methods are enhanced with DNA cryptography, and still there was a demand for effective securing operations. So the gap could be made covered with the genetic algorithms combined to DNA cryptography which could bring a great achievement to secure the data. This chapter introduces a novel approach that integrates the crossover operation with DNA cryptography. This innovative combination aims to enhance the efficiency of the genetic algorithm in generating high-quality solutions for optimization and search problems. This proposed method could be undefeatable as the data encryption is done with a randomly generated crossover mask which is used for generating two offsprings randomly for every time of encryption, and so, the data is securely transmitted.