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paperMay 2026Unreviewed

Unified AI Security Posture Management Framework for Multi-Cloud Large Language Model Deployments

Vaishali Mahavratayajula

International Journal of Computational and Experimental Science and Engineering

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Abstract

The rapid proliferation of large language models across multi-cloud environments has introduced new challenges for enterprise security posture management. Existing cloud security posture management tools operate individually, leading to blind spots and delayed threat response for distributed AI workloads. This survey presents emerging Unified AI Security Posture Management (UAI-SPM) frameworks for hosting LLM applications in multi-cloud environments. This article aggregates recent developments i

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Cloud AI Security

Cite

@article{mahavratayajula2026unified,
  title = {{Unified AI Security Posture Management Framework for Multi-Cloud Large Language Model Deployments}},
  author = {Vaishali Mahavratayajula},
  year = {2026},
  month = may,
  journal = {International Journal of Computational and Experimental Science and Engineering},
  doi = {10.22399/ijcesen.5279},
  url = {https://doi.org/10.22399/ijcesen.5279}
}