AUTHOR=Mohale Vincent Zibi , Obagbuwa Ibidun Christiana TITLE=A systematic review on the integration of explainable artificial intelligence in intrusion detection systems to enhancing transparency and interpretability in cybersecurity JOURNAL=Frontiers in Artificial Intelligence VOLUME=8 YEAR=2025 URL=https://www.frontiersin.org/journals/artificial-intelligence/articles/10.3389/frai.2025.1526221 DOI=10.3389/frai.2025.1526221 ISSN=2624-8212