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* [Cloud Security](https://www2.paloaltonetworks.com/blog/cloud-security/)
* AI Security Posture Management

# Cloud Security

## AI Security Posture Management

[![AI-SPM Update: 3 New Capabilities for Model Activity, Agentic AI and Software Supply Chain Risks](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2025/09/AdobeStock_230441943-edit-Op1-6-scaled.jpg)](https://www2.paloaltonetworks.com/blog/cloud-security/aispm-capabilities-enhanced-security/)  
[AI-SPM Update: 3 New Capabilities for Model Activity, Agentic AI and Software Supply Chain Risks
\------------------------------------------------------------------------------------------------](https://www2.paloaltonetworks.com/blog/cloud-security/aispm-capabilities-enhanced-security/)

AI-SPM's new features analyze model activity to spot unused assets, enhance security for agentic AI deployments, and shift-left with software package risk analysis.  
[AI Security](https://www.paloaltonetworks.com/blog/category/ai-security/?ts=markdown)  
[AI Security Posture Management](https://www.paloaltonetworks.com/blog/cloud-security/category/ai-security-posture-management/?ts=markdown)  
[ASPM](https://www.paloaltonetworks.com/blog/cloud-security/category/aspm/?ts=markdown)  
[CIEM](https://www.paloaltonetworks.com/blog/cloud-security/category/ciem/?ts=markdown)  
[DSPM](https://www.paloaltonetworks.com/blog/cloud-security/category/dspm/?ts=markdown)  
Nov 05, 2025  
By [Sharon Farber](https://www.paloaltonetworks.com/blog/author/sharon-farber/?ts=markdown "Posts by Sharon Farber") and [Roni Yaari](https://www.paloaltonetworks.com/blog/author/roni-yaari/?ts=markdown "Posts by Roni Yaari")

## Cloud Security

*** ** * ** ***

[Application Security](https://www.paloaltonetworks.com/blog/cloud-security/category/application-security/?ts=markdown)

*** ** * ** ***

[Cloud Posture Security](https://www.paloaltonetworks.com/blog/cloud-security/category/cloud-security-posture-management/?ts=markdown)

*** ** * ** ***

[Cloud Runtime Security](https://www.paloaltonetworks.com/blog/cloud-security/category/cloud-runtime-security/?ts=markdown)

*** ** * ** ***

[AI Security Posture Management](https://www.paloaltonetworks.com/blog/cloud-security/category/ai-security-posture-management/?ts=markdown)

*** ** * ** ***

[Cloud Native Application Protection Platform](https://www.paloaltonetworks.com/blog/cloud-security/category/cloud-native-application-platform/?ts=markdown)

*** ** * ** ***

![Why Self-Managed AI Models Are Blind Spots and What to Do About It](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2024/05/word-image-321744-1_800x600.png)  
[AI Security](https://www.paloaltonetworks.com/blog/cloud-security/category/ai-security/?ts=markdown), [AI Security Posture Management](https://www.paloaltonetworks.com/blog/cloud-security/category/ai-security-posture-management/?ts=markdown), [Cloud Security](https://www.paloaltonetworks.com/blog/category/cloud-security/?ts=markdown)

## [Why Self-Managed AI Models Are Blind Spots and What to Do About It](https://www2.paloaltonetworks.com/blog/cloud-security/self-managed-ai-security-risks/)

Understand the real AI security risks of running self-managed models, from hidden deployments to supply chain threats, and how to effectively monitor ...  
Aug 18, 2025  
By [Roni Yaari](https://www.paloaltonetworks.com/blog/author/roni-yaari/?ts=markdown "Posts by Roni Yaari")  
![Don’t Let Inactive AI Models Linger: Reduce Risk and Cost with Cortex Cloud](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2023/12/iStock-1080277596-png_800x600.png)  
[AI Security](https://www.paloaltonetworks.com/blog/category/ai-security/?ts=markdown), [AI Security Posture Management](https://www.paloaltonetworks.com/blog/cloud-security/category/ai-security-posture-management/?ts=markdown), [Cloud Security](https://www.paloaltonetworks.com/blog/cloud-security/category/cloud-security/?ts=markdown)

## [Don't Let Inactive AI Models Linger: Reduce Risk and Cost with Cortex Cloud](https://www2.paloaltonetworks.com/blog/cloud-security/cloud-security-inactive-ai-model-risk/)

Reduce risks and costs from inactive AI models. Cortex Cloud's non-intrusive solution provides visibility and helps you clean up unused artifacts.  
Aug 11, 2025  
By [Roni Yaari](https://www.paloaltonetworks.com/blog/author/roni-yaari/?ts=markdown "Posts by Roni Yaari") and [Sharon Farber](https://www.paloaltonetworks.com/blog/author/sharon-farber/?ts=markdown "Posts by Sharon Farber")  
![Implementing AI Security with Cortex Cloud AI-SPM](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2025/06/iStock-1361008768-PAN-edit-sm-scaled.jpg)  
[AI Security](https://www.paloaltonetworks.com/blog/category/ai-security/?ts=markdown), [AI Security Posture Management](https://www.paloaltonetworks.com/blog/cloud-security/category/ai-security-posture-management/?ts=markdown)

## [Implementing AI Security with Cortex Cloud AI-SPM](https://www2.paloaltonetworks.com/blog/cloud-security/implementing-ai-security-with-cortex-cloud-ai-spm/)

AI security posture management gives CISOs full visibility, safeguards AI data, and blocks prompt injection or model poisoning to speed secure innovation.  
Jul 02, 2025  
By [Ory Segal](https://www.paloaltonetworks.com/blog/author/ory-segal/?ts=markdown "Posts by Ory Segal")  
![The New AI Attack Surface — How Cortex Cloud Secures MCP](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2025/06/GettyImages-618195354-edit-scaled.jpg)  
[AI Security](https://www.paloaltonetworks.com/blog/category/ai-security/?ts=markdown), [AI Security Posture Management](https://www.paloaltonetworks.com/blog/cloud-security/category/ai-security-posture-management/?ts=markdown)

## [The New AI Attack Surface --- How Cortex Cloud Secures MCP](https://www2.paloaltonetworks.com/blog/2025/06/cloud-security-model-context-protocol-mcp-security/)

MCP Security in Cortex Cloud protects AI applications by securing Model Context Protocol communications and detecting API-layer threats in real time.  
Jun 13, 2025  
By [Ory Segal](https://www.paloaltonetworks.com/blog/author/ory-segal/?ts=markdown "Posts by Ory Segal"), [Aviv Sasson](https://www.paloaltonetworks.com/blog/author/aviv-sasson/?ts=markdown "Posts by Aviv Sasson") and [Elad Shuster](https://www.paloaltonetworks.com/blog/author/elad-shuster/?ts=markdown "Posts by Elad Shuster")  
![Model Context Protocol (MCP): A Security Overview](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2025/06/MCP-security-risks-and-solutions.png)  
[AI Security](https://www.paloaltonetworks.com/blog/category/ai-security/?ts=markdown), [AI Security Posture Management](https://www.paloaltonetworks.com/blog/cloud-security/category/ai-security-posture-management/?ts=markdown), [DSPM](https://www.paloaltonetworks.com/blog/cloud-security/category/dspm/?ts=markdown)

## [Model Context Protocol (MCP): A Security Overview](https://www2.paloaltonetworks.com/blog/cloud-security/model-context-protocol-mcp-a-security-overview/)

Model Context Protocol (MCP) introduces new AI integration risks. Learn how to manage threats like prompt injection, credential leaks, and toolchain abuse.  
Jun 06, 2025  
By [Sharon Farber](https://www.paloaltonetworks.com/blog/author/sharon-farber/?ts=markdown "Posts by Sharon Farber")  
![The Rise of AI-Powered IDEs: What the Windsurf Acquisition News Mean for Security Teams](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2025/05/AI-Security-1.png)  
[AI Security](https://www.paloaltonetworks.com/blog/category/ai-security/?ts=markdown), [AI Security Posture Management](https://www.paloaltonetworks.com/blog/cloud-security/category/ai-security-posture-management/?ts=markdown), [Artificial Intelligence](https://www.paloaltonetworks.com/blog/cloud-security/category/artificial-intelligence/?ts=markdown), [Cloud Security](https://www.paloaltonetworks.com/blog/cloud-security/category/cloud-security/?ts=markdown), [CSPM](https://www.paloaltonetworks.com/blog/cloud-security/category/cspm/?ts=markdown)

## [The Rise of AI-Powered IDEs: What the Windsurf Acquisition News Mean for Se...](https://www2.paloaltonetworks.com/blog/cloud-security/windsurf-openai-acquisition/)

Cortex Cloud helps security teams prepare for AI-powered IDEs in the wake of OpenAI's Windsurf acquisition, securing code and risks across the lifecyc...  
May 12, 2025  
By [Sharon Farber](https://www.paloaltonetworks.com/blog/author/sharon-farber/?ts=markdown "Posts by Sharon Farber")  
![Complying with OWASP Top 10 for LLM Applications and NIST AI 600-1](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2024/08/AdobeStock_620081988.jpeg)  
[AI Security](https://www.paloaltonetworks.com/blog/category/ai-security/?ts=markdown), [AI Security Posture Management](https://www.paloaltonetworks.com/blog/cloud-security/category/ai-security-posture-management/?ts=markdown), [CSPM](https://www.paloaltonetworks.com/blog/cloud-security/category/cspm/?ts=markdown)

## [Complying with OWASP Top 10 for LLM Applications and NIST AI 600-1](https://www2.paloaltonetworks.com/blog/cloud-security/ai-application-security-owasp-llm-nist/)

AI applications require rigorous AI security that complies with standards like OWASP Top 10 LLM application risks and NIST AI 600-1 to ensure safe dep...  
Dec 04, 2024  
By [Roni Yaari](https://www.paloaltonetworks.com/blog/author/roni-yaari/?ts=markdown "Posts by Roni Yaari")  
![Deploying Secure LLM and RAG Applications with Amazon Bedrock and Prisma Cloud](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2024/10/AdobeStock_321371261-edit-Op2-3.jpg)  
[AI Security](https://www.paloaltonetworks.com/blog/category/ai-security/?ts=markdown), [AI Security Posture Management](https://www.paloaltonetworks.com/blog/cloud-security/category/ai-security-posture-management/?ts=markdown), [CSPM](https://www.paloaltonetworks.com/blog/cloud-security/category/cspm/?ts=markdown), [DSPM](https://www.paloaltonetworks.com/blog/cloud-security/category/dspm/?ts=markdown)

## [Deploying Secure LLM and RAG Applications with Amazon Bedrock and Prisma Cl...](https://www2.paloaltonetworks.com/blog/cloud-security/deploy-secure-llm-rag-applications/)

Generative AI advancements enable powerful applications but introduce risks, requiring comprehensive security measures throughout the application life...  
Dec 03, 2024  
By [Sharon Farber](https://www.paloaltonetworks.com/blog/author/sharon-farber/?ts=markdown "Posts by Sharon Farber")  
![Securing Amazon SageMaker: Attack Surface Explained](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2024/09/GettyImages-667849954-edit.jpg)  
[AI Security Posture Management](https://www.paloaltonetworks.com/blog/cloud-security/category/ai-security-posture-management/?ts=markdown), [Data Security](https://www.paloaltonetworks.com/blog/category/data-security/?ts=markdown), [DSPM](https://www.paloaltonetworks.com/blog/cloud-security/category/dspm/?ts=markdown)

## [Securing Amazon SageMaker: Attack Surface Explained](https://www2.paloaltonetworks.com/blog/cloud-security/securing-amazon-sagemaker-dspm/)

Reduce your attack surface and improve your cloud and AI service security practices with a collaborative tutorial from Palo Alto Networks and Amazon SageMaker's team.  
Oct 09, 2024  
By [Ofir Balassiano](https://www.paloaltonetworks.com/blog/author/ofir-balassiano/?ts=markdown "Posts by Ofir Balassiano") and [David Nir Orlovsky](https://www.paloaltonetworks.com/blog/author/david-nir-orlovsky/?ts=markdown "Posts by David Nir Orlovsky")  
![Precision AI and Scale: Recapping Prisma Cloud Innovations from August](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2024/06/GettyImages-1128214252-edit.jpg)  
[AI Security Posture Management](https://www.paloaltonetworks.com/blog/cloud-security/category/ai-security-posture-management/?ts=markdown), [Announcement](https://www.paloaltonetworks.com/blog/category/announcement/?ts=markdown), [CNAPP](https://www.paloaltonetworks.com/blog/cloud-security/category/cnapp/?ts=markdown)

## [Precision AI and Scale: Recapping Prisma Cloud Innovations from August](https://www2.paloaltonetworks.com/blog/cloud-security/ai-product-updates-august-2024/)

Learn about AI-SPM and other Prisma Cloud product updates designed to enhance security of your cloud-native infrastructure and applications and your e...  
Sep 03, 2024  
By [Jason Williams](https://www.paloaltonetworks.com/blog/author/jason-williams/?ts=markdown "Posts by Jason Williams")  
![AI-SPM Now Generally Available: Enhancing AI Security and Compliance with Prisma Cloud](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2024/05/word-image-321744-1_800x600.png)  
[AI Security Posture Management](https://www.paloaltonetworks.com/blog/cloud-security/category/ai-security-posture-management/?ts=markdown), [Announcement](https://www.paloaltonetworks.com/blog/category/announcement/?ts=markdown), [Data Security Posture Management](https://www.paloaltonetworks.com/blog/cloud-security/category/data-security-posture-management/?ts=markdown)

## [AI-SPM Now Generally Available: Enhancing AI Security and Compliance with P...](https://www2.paloaltonetworks.com/blog/cloud-security/ai-spm/)

Learn how AI Security Posture Management (AI-SPM) addresses new cloud security challenges, including model risk, data exposure, and misuse in AI envir...  
Aug 06, 2024  
By [Amol Mathur](https://www.paloaltonetworks.com/blog/author/amol-mathur/?ts=markdown "Posts by Amol Mathur")  
![Tackling AI Risk Requires a New Governance Framework](https://www2.paloaltonetworks.com/blog/wp-content/uploads/2024/05/GettyImages-1192884896-edit_800x600.png)  
[AI Governance](https://www.paloaltonetworks.com/blog/category/ai-governance/?ts=markdown), [AI Security Posture Management](https://www.paloaltonetworks.com/blog/cloud-security/category/ai-security-posture-management/?ts=markdown)

## [Tackling AI Risk Requires a New Governance Framework](https://www2.paloaltonetworks.com/blog/cloud-security/ai-risk-governance-framework/)

AI models and systems present unique challenges that demand new AI governance frameworks for effective risk management and compliance oversight.  
Jul 25, 2024  
By [Sharon Farber](https://www.paloaltonetworks.com/blog/author/sharon-farber/?ts=markdown "Posts by Sharon Farber")  
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