Home
World Journal of Advanced Research and Reviews
International Journal with High Impact Factor for fast publication of Research and Review articles

Main navigation

  • Home
    • Journal Information
    • Editorial Board Members
    • Reviewer Panel
    • Abstracting and Indexing
    • Journal Policies
    • Our CrossMark Policy
    • Publication Ethics
    • Issue in Progress
    • Current Issue
    • Past Issues
    • Instructions for Authors
    • Article processing fee
    • Track Manuscript Status
    • Get Publication Certificate
    • Join Editorial Board
    • Join Reviewer Panel
  • Contact us
  • Downloads

eISSN: 2581-9615 || CODEN: WJARAI || Impact Factor 8.2 ||  CrossRef DOI

Research and review articles are invited for publication in March 2026 (Volume 29, Issue 3) Submit manuscript

Automated security testing in DevSecOps pipelines: Integrating AI-based vulnerability discovery and compliance validation

Breadcrumb

  • Home
  • Automated security testing in DevSecOps pipelines: Integrating AI-based vulnerability discovery and compliance validation

Tim Abdiukov *

NTS Netzwerk Telekom Service AG.
 
Review Article
World Journal of Advanced Research and Reviews, 2024, 22(01), 2083-2093
Article DOI: 10.30574/wjarr.2024.22.1.1083
DOI url: https://doi.org/10.30574/wjarr.2024.22.1.1083
 
Received on 28 February 2024; revised on 27 April 2024; accepted on 29 April 2024
 
Recently, the issue of cybersecurity threats has become significantly more complex and frequent, making classical approaches to security inadequate for safeguarding modern and agile software environments. This paper explores the role of automated security testing in DevSecOps pipelines, focusing on how artificial intelligence (AI) can be leveraged to identify vulnerabilities and verify compliance. It describes the increasing necessity of automation due to the constraints of manual testing, the issue of scalability with established tools, and the growth of the regulatory environment. The significant elements, such as Static Application Security Testing (SAST), Dynamic Application Security Testing (DAST), and Interactive Application Security Testing (IAST), are evaluated, as well as automatic compliance processes in line with GDPR, HIPAA, OWASP, and NIST requirements. The paper raises the idea that AI-based solutions can not only increase the quality of threat intelligence and help avoid false positives but also facilitate proactive security. Best practices in implementation, as well as challenges, including tool accuracy and integration friction, ethical issues, and skill deficiencies, are also mentioned. The paper concludes with a discussion of future trends in AI-enhanced DevSecOps, explainable security, policy-as-code, decentralized compliance models, and intelligent orchestration platforms.
 
DevSecOps; Automated Security Testing; AI-based Vulnerability Discovery; Compliance Validation; Static Analysis (SAST); Dynamic Analysis (DAST); Interactive Testing (IAST)
 
https://wjarr.com/sites/default/files/fulltext_pdf/WJARR-2024-1083.pdf

Preview Article PDF

Tim Abdiukov. Automated security testing in DevSecOps pipelines: Integrating AI-based vulnerability discovery and compliance validation. World Journal of Advanced Research and Reviews, 2024, 22(1), 2083-2093. Article DOI: https://doi.org/10.30574/wjarr.2024.22.1.1083

Copyright © Author(s). All rights reserved. This article is published under the terms of the Creative Commons Attribution 4.0 International License (CC BY 4.0), which permits use, sharing, adaptation, distribution, and reproduction in any medium or format, as long as appropriate credit is given to the original author(s) and source, a link to the license is provided, and any changes made are indicated.

All statements, opinions, and data contained in this publication are solely those of the individual author(s) and contributor(s). The journal, editors, reviewers, and publisher disclaim any responsibility or liability for the content, including accuracy, completeness, or any consequences arising from its use.

Get Certificates

Get Publication Certificate

Download LoA

Check Corssref DOI details

Issue details

Issue Cover Page

Editorial Board

Table of content

Copyright © 2026 World Journal of Advanced Research and Reviews - All rights reserved

Developed & Designed by VS Infosolution