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Enhancing cloud security and deduplication efficiency with SALIGP and cryptographic authentication.

J K Periasamy1, S Prabhakar2, A Vanathi3

  • 1Department of Computer Science and Engineering, Sri Sai Ram Engineering College, Chennai, India. jkperiasamy.cse@sairam.edu.in.

Scientific Reports
|August 17, 2025
PubMed
Summary
This summary is machine-generated.

This study introduces a post-quantum cloud security method that enhances data deduplication efficiency using Genetic Programming and blockchain. The SALIGP method with Cryptographic Deduplication Authentication Scheme (CDAS) improves cloud security and storage efficiency.

Keywords:
Bloom filterCloud computingCryptographic deduplication authentication schemeData deduplicationImproved genetic programmingLife Cycle AssessmentSecure active learningSecurity

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Area of Science:

  • Computer Science
  • Information Security
  • Cloud Computing

Background:

  • Cloud computing offers scalability and resource pooling but faces challenges in data security, resource management, and data duplication.
  • Data duplication in the cloud leads to inefficient storage, increased costs, and potential privacy risks.
  • Existing cloud security measures struggle with decentralized oversight and dynamic environments.

Purpose of the Study:

  • To propose a post-quantum mechanism for enhancing cloud security and data deduplication efficiency.
  • To address the challenges of data duplication and security in distributed cloud environments.
  • To introduce a novel method for secure and efficient data management in cloud computing.

Main Methods:

  • The SALIGP method, leveraging Genetic Programming and a Geometric Approach with Bloom Filters for deduplication detection.
  • Integration of the Cryptographic Deduplication Authentication Scheme (CDAS) using blockchain for secure file storage and retrieval.
  • Pre-encryption of user data before outsourcing to enhance privacy during deduplication.

Main Results:

  • Significant reduction in computation and communication times across network nodes, especially in key generation and group operations.
  • Enhanced privacy protection through pre-encryption of user data before cloud outsourcing.
  • Demonstrated improvements in cloud data security, reliability, and storage efficiency.

Conclusions:

  • The proposed SALIGP method with CDAS offers a scalable and secure framework for modern cloud computing.
  • The dual-layered approach effectively resolves redundant data issues in dynamic, distributed cloud environments.
  • The system provides substantial improvements in cloud data security, reliability, and storage efficiency.