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Slide-block: End-to-end amplified security to improve DevOps resilience through pattern-based authentication.

Gopalakrishnan Sriraman1, Shriram R1

  • 1Department of Computing Science and Engineering, VIT Bhopal University, Sehore, MP, India.

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|March 4, 2024
PubMed
Summary

This study introduces the Slide-Block framework to enhance DevOps security. It improves authentication, access control, data privacy, and vulnerability management, outperforming existing models in key security metrics.

Keywords:
Attack detection and mitigationPattern-based authenticationSecure data storageSecurity in DevOps-CloudTri-level access controlVulnerability management

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Area of Science:

  • Computer Science
  • Software Engineering
  • Cybersecurity

Background:

  • DevOps practices accelerate service deployment but face security challenges like data leakage and system unavailability.
  • Existing cloud-based DevOps tools struggle with robust security management, impacting organizational sustainability.
  • There is a critical need for enhanced security frameworks to fortify DevOps resilience against modern threats.

Purpose of the Study:

  • To propose an end-to-end enhanced security framework, named Slide-Block, to fortify DevOps resilience.
  • To implement advanced authentication and vulnerability management techniques within the DevOps lifecycle.
  • To address challenges in security management, sensitive data leakage, and system availability in DevOps environments.

Main Methods:

  • Pattern-based authentication using the Magnificent Chacha-Poly 1305 algorithm for candidate legitimacy.
  • Tri-level access control (trust, attributes, roles) via Enhanced Deep Deterministic Policy Gradient (EDDPG) and African Vulture Optimization Algorithm (AVOA).
  • Privacy-focused data storage with Mcha-Poly 1305 encryption and sliding window blockchain; vulnerability management using Tweak Naive Bayes (Tweak-NB) and Intruder Vulnerability Scanner (IVS).

Main Results:

  • The Slide-Block framework demonstrated superior performance in detection rate and security strengthening.
  • Achieved reduced authentication time, packet loss, communication overhead, and latency compared to existing models.
  • Successfully enhanced authentication, access control, data privacy, and vulnerability correction in DevOps.

Conclusions:

  • The proposed Slide-Block framework significantly enhances DevOps security and resilience.
  • The integrated approach effectively mitigates risks associated with inadequate security management and data leakage.
  • This framework offers a robust solution for sustainable and secure DevOps implementation.