UNDERSTANDING AI SECURITY POSTURE MANAGEMENT (AI-SPM)

Authors

  • Narsimha Raaj USA. Author

DOI:

https://doi.org/10.34218/IJCET_16_04_004

Keywords:

AI Security, AI-SPM, Risk Management, Privacy, Compliance, Ethical AI, Governance, Digital Transformation

Abstract

As artificial intelligence (AI) becomes foundational to digital transformation, securing AI systems has emerged as a critical priority. AI Security Posture Management (AI-SPM) offers a comprehensive, risk-based framework for managing the security, privacy, compliance, and ethical implications of AI deployments. This white paper provides a structured overview of AI-SPM domains, implementation methodologies, and evolving trends, with a focus on achieving robust AI governance in dynamic and complex environments.

References

MITRE ATLAS Framework – Threat Modeling for AI Systems.

NIST AI Risk Management Framework (AI RMF).

GDPR & CCPA – Data Protection Regulations.

OWASP Machine Learning Top 10 Risks.

IEEE Ethically Aligned Design for AI.

ISO/IEC 23894: AI Risk Management Standard.

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Published

2025-07-15

Issue

Vol. 16 No. 4 (2025): INTERNATIONAL JOURNAL OF COMPUTER ENGINEERING AND TECHNOLOGY (IJCET)

Section

Articles

License

Copyright (c) 2025 Narsimha Raaj (Author)

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

How to Cite

Narsimha Raaj. (2025). UNDERSTANDING AI SECURITY POSTURE MANAGEMENT (AI-SPM). INTERNATIONAL JOURNAL OF COMPUTER ENGINEERING AND TECHNOLOGY, 16(4), 54-58. https://doi.org/10.34218/IJCET_16_04_004