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Variational DNA-Based Data Security (VDNABDS) offers a novel approach to cloud encryption, using DNA-like sequences for rapid, secure data protection. This bio-inspired method significantly enhances speed and security against modern cyber threats.

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Area of Science:

  • Computer Science
  • Cryptography
  • Bio-inspired Computing

Background:

  • Cloud storage systems face challenges balancing data security and operational performance.
  • Traditional encryption methods often create a trade-off between strong security and processing speed.
  • Existing solutions may be vulnerable to sophisticated cyber threats and quantum computing.

Purpose of the Study:

  • To develop a next-generation encryption system for cloud storage that overcomes the security-performance dilemma.
  • To introduce a novel bio-inspired encryption method utilizing DNA structural principles.
  • To enhance data protection against evolving cyber threats, including brute-force and quantum attacks.

Main Methods:

  • Developed Variational DNA-Based Data Security (VDNABDS), a system inspired by DNA's biological structure.
  • Converted user data into DNA-like sequences (A, T, C, G) and applied shuffling/transformation techniques.
  • Implemented dynamic key generation blended with bio-inspired patterns for encryption.

Main Results:

  • VDNABDS generated secure keys in 5 ms (15x faster than CSDES) and completed encryption in 4 s under high load.
  • The system offers 1 x 10^38 unique key combinations, rendering brute-force and quantum attacks infeasible.
  • Real-world experiments demonstrated superior speed and reliability compared to traditional encryption models.

Conclusions:

  • VDNABDS provides a robust, scalable, and hardware-independent solution for secure cloud data storage.
  • The adaptive design offers resilience against intrusion and maintains strong privacy safeguards.
  • This bio-inspired encryption model is suitable for sensitive data industries and future expansion to mobile and IoT devices.