PulseExploreJournal ClubDebatesTrendingResearchersJournals
Instagram
HomeExploreJournal ClubTrending
Synapse
⌘+K
Synapse
December 4, 20250 citationsOpen Access

AI-driven threat intelligence: A global perspective on cloud security risks and mitigation strategies

View Full Paper
AAAnbarasu Aladiyan

Key Points

  • AI-driven threat intelligence enhances security solutions, mitigating evolving risks in cloud environments.
  • Advanced machine learning techniques identify data quality issues and support effective incident response protocols.
  • This article assesses global security challenges facing cloud service providers amid increasing digital migration.
  • Findings suggest AI can transform risk assessment, but adversarial machine learning tactics present ongoing challenges.

Abstract

This article explores the transformative role of artificial intelligence in enhancing cloud security through advanced threat intelligence capabilities. As organizations increasingly migrate to cloud environments, they face evolving security challenges that traditional approaches struggle to address effectively. AI-driven threat intelligence offers powerful solutions by leveraging machine learning and deep learning techniques to analyze vast datasets, detect anomalous behaviors, and predict potential threats with greater accuracy than conventional methods. It examines global variations in cloud security risks across geographical regions, industry sectors, and regulatory environments, highlighting the need for contextually aware AI security solutions. It further delves into comprehensive mitigation strategies, categorizing them into proactive measures (anomaly detection, risk assessment, automated hardening) and reactive approaches (incident response, threat containment, post-incident analysis). While acknowledging the significant advantages of AI-enhanced security, the study also addresses persistent challenges including data quality issues, adversarial machine learning tactics, resource constraints, and organizational resistance. The findings offer valuable insights for cybersecurity professionals, cloud service providers, and policymakers navigating this rapidly evolving security landscape.

Ask AI
Helpful
Bookmark
Share
View Full Paper

Cite This Study

Anbarasu Aladiyan (2025) studied this question.

synapsesocial.com/papers/6930e8e3ea1aef094cca4065https://doi.org/10.5281/zenodo.17747540
Ask AI
Helpful
Bookmark
Share
View Full Paper