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* The Role of Zero Trust fo...

# The Role of Zero Trust for Cloud Identities and Infrastructure

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By [Taylor Smith](https://www.paloaltonetworks.com/blog/author/taylor-smith/?ts=markdown "Posts by Taylor Smith")  
Feb 03, 2022  
5 minutes  
[Cloud Infrastructure Entitlement Management](https://www.paloaltonetworks.com/blog/cloud-security/category/cloud-infrastructure-entitlement-management/?ts=markdown)  
[Cloud Security Posture Management](https://www.paloaltonetworks.com/blog/category/cloud-security-posture-management/?ts=markdown)  
[DevSecOps](https://www.paloaltonetworks.com/blog/cloud-security/category/devsecops/?ts=markdown)  
[CIEM](https://www.paloaltonetworks.com/blog/tag/ciem/?ts=markdown)  
[CSPM](https://www.paloaltonetworks.com/blog/tag/cspm/?ts=markdown)  
[IaC](https://www.paloaltonetworks.com/blog/tag/iac/?ts=markdown)  
[IAM](https://www.paloaltonetworks.com/blog/tag/iam/?ts=markdown)  
[Zero Trust](https://www.paloaltonetworks.com/blog/tag/zero-trust/?ts=markdown)

**Zero Trust is an opportunity to modernize how we secure cloud transformations, and it begins with cloud identities and infrastructure.**

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)

Public cloud adoption comes with an increasing sprawl of workloads and infrastructure, as well as ways to access these critical resources. This sprawl is accelerated in part by [infrastructure as code](https://www.paloaltonetworks.com/blog/prisma-cloud/announcing-smart-fixes/) (IaC), which offers DevOps teams a predictable way to repeatedly deploy cloud resources and infrastructure, and cloud identities that offer the first line of defense for cloud APIs. However, permissions are hard to manage and tend to become overly permissive rather than deal with granular requirements and misconfigurations in IaC tend to proliferate, increasing the chance of a cloud breach or over privileged users and broadening the attack surface.

These security gaps are a result of implicit trust. Applying [Zero Trust](https://www.paloaltonetworks.com/blog/prisma-cloud/zero-trust-cloud-native-applications/) principles can catch issues earlier and limit the impact of permissions to minimize risks.

#### What is Implicit Trust for Cloud Identities and Infrastructure Configurations

**Cloud Identities and Entitlements**

As organizations move to the cloud, they are responsible for managing the identities of users -- both human and non-human --and their access permissions to other cloud infrastructure. As a company's cloud footprint grows, so do the number of users and the number of permissions to track, worsening the challenge of managing privileges.

[Gartner recently reported](https://www.gartner.com/en/documents/4002548/innovation-insight-for-cloud-infrastructure-entitlement-)that "the vast majority of granted entitlements in IaaS are unnecessary. More than 95% of accounts in IaaS use, on average, less than 3% of the entitlements they are granted, which greatly increases the attack surface for account compromises."

Granting identities and assigning over-privileged access are examples of implicit trust. Where can implicit trust go wrong?

A trusted user could have their credentials compromised. If the compromised identity has oversized permissions, the bad actor has the ability to create a large blast radius. They can access existing machines or storage buckets to exfiltrate sensitive data or deploy new virtual machines for crypto mining.

Threat researchers from Unit 42 showed the impact of one overly permissive identity in their [2H2020 Cloud Threat Report](https://unit42.paloaltonetworks.com/highlight-cloud-threat-report-iam/), demonstrating how a single misconfiguration could result in millions of dollars in potential damages.

**Cloud Infrastructure and IaC**

Companies moving to the cloud often take on DevOps principles to automate cloud management workflows. DevOps teams use various open source repositories, software libraries, and IaC templates to repeatedly configure and deploy cloud infrastructure.

Similar to cloud identities, many teams implicitly trust the software repositories and code are safe from vulnerabilities and risky configurations. However, Unit 42 threat researchers scanned various open source repositories and registries and found that [63% of third-party IaC templates](https://start.paloaltonetworks.com/unit-42-cloud-threat-report-2h-2021.html) contained insecure configurations.

Enforcing Zero Trust principles can help minimize identity and configuration driven risk.

#### Zero Trust for Cloud Identities and Infrastructure

Zero Trust is a strategic cybersecurity approach which eliminates implicit trust and enforces cybersecurity checks across any cloud interaction. It is an opportunity for security and DevOps teams to ask the right questions about their cloud identities and infrastructure:

* Do you trust the identities accessing the cloud infrastructure?
* Are identities being assigned with the right privileges?
* Do you trust the code integrity along the development and deployment process?
* Do you trust your third-party infrastructure as code (IaC) template?

A requirement for minimizing the blast radius for compromised attacks and vulnerabilities is to create a [least-privilege model](https://www.paloaltonetworks.com/cyberpedia/what-is-least-privilege-access) for all identity and access management (IAM) accounts and to add automated guardrails for IaC pipelines.

For cloud identities, the best approach is to enforce least privilege access - validate every identity and only grant the permissions required by each identity. Users and services should only have the specific ability to create, see, modify, and delete the specific resource types that are relevant to their role. Wildcard access should never be permitted. Even with this in place, monitor account behavior to identify and block anomalous usage.

For cloud infrastructure, enforce security checks across the entire development lifecycle. Instead of waiting for runtime to identify misconfiguration, begin by scanning code and IaC templates for misconfigurations before anything is deployed. As you identify flaws and vulnerabilities during the development lifecycle, provide actionable feedback to remediate issues. It is important to integrate security checks into CI/CD workflows. This allows security teams to block insecure code from being integrated into the main branch and from being deployed into production.

#### How Prisma Cloud helps with Zero Trust for Identities and Infrastructure

Prisma Cloud by Palo Alto Networks is the industry's most comprehensive Cloud Native Application Protection Platform (CNAPP). [Cloud Identity Security](https://www.paloaltonetworks.com/prisma/cloud/cloud-identity-security) analyzes cloud identity and access management (IAM) policies for overly permissive access. Further, over time Prisma Cloud analyzes usage patterns to eliminate unused entitlements and create a least privilege access model.
![Analyzing effective permissions for overly permissive access](https://www.paloaltonetworks.com/blog/wp-content/uploads/2022/02/graphical-user-interface-application-description.png)
Analyzing effective permissions for overly permissive access

With [Cloud Code Security](https://www.paloaltonetworks.com/prisma/cloud/cloud-code-security), developers receive feedback at every step of the software development lifecycle. Policy violations are prioritized by severity and feedback includes fixes in code and ready to commit to resolve misconfigurations. Our easy to add and manage integrations add in guardrails to block insecure code from becoming insecure cloud infrastructure.
![Centralized view of code scans with fix suggestions](https://www.paloaltonetworks.com/blog/wp-content/uploads/2022/02/graphical-user-interface-application-description-1.png)
Centralized view of code scans with fix suggestions

#### Learn More

Prisma Cloud makes it simple for security teams to enforce Zero Trust principles across the entire development lifecycle.

To learn more about Zero Trust principles and how they fit into our vision for Prisma Cloud, check out our [fireside chat on LinkedIn Live](https://www.linkedin.com/events/6894365954067828736/) on Feb. 8. Palo Alto Networks product leaders will offer insights on how to adopt a Zero Trust strategy for your cloud native applications.

*** ** * ** ***

## Related Blogs

### [Announcement](https://www.paloaltonetworks.com/blog/category/announcement/?ts=markdown), [Cloud Infrastructure Entitlement Management](https://www.paloaltonetworks.com/blog/cloud-security/category/cloud-infrastructure-entitlement-management/?ts=markdown), [Cloud Native Security Platform](https://www.paloaltonetworks.com/blog/cloud-security/category/cloud-native-security-platform/?ts=markdown), [Cloud Network Security](https://www.paloaltonetworks.com/blog/cloud-security/category/cloud-network-security/?ts=markdown), [Cloud Posture Security](https://www.paloaltonetworks.com/blog/cloud-security/category/cloud-security-posture-management/?ts=markdown), [Cloud Workload Protection Platform](https://www.paloaltonetworks.com/blog/cloud-security/category/cloud-workload-protection-platform/?ts=markdown), [DevSecOps](https://www.paloaltonetworks.com/blog/cloud-security/category/devsecops/?ts=markdown)

[#### Prisma Cloud at Ignite '21: What to Know](https://origin-researchcenter.paloaltonetworks.com/blog/cloud-security/prisma-cloud-ignite-21/)

### [Cloud Infrastructure Entitlement Management](https://www.paloaltonetworks.com/blog/cloud-security/category/cloud-infrastructure-entitlement-management/?ts=markdown), [Cloud Security](https://www.paloaltonetworks.com/blog/category/cloud-security/?ts=markdown)

[#### Strengthen Your CIEM Strategy with a New Dashboard to Guide Security Teams](https://origin-researchcenter.paloaltonetworks.com/blog/cloud-security/ciem-strategy/)

### [Announcement](https://www.paloaltonetworks.com/blog/category/announcement/?ts=markdown), [Cloud Infrastructure Entitlement Management](https://www.paloaltonetworks.com/blog/cloud-security/category/cloud-infrastructure-entitlement-management/?ts=markdown)

[#### Prisma Cloud Extends CIEM to Simplify Multi-Cloud Permissions Management](https://origin-researchcenter.paloaltonetworks.com/blog/cloud-security/ciem-graph-gcp-announcement/)

### [Cloud Infrastructure Entitlement Management](https://www.paloaltonetworks.com/blog/cloud-security/category/cloud-infrastructure-entitlement-management/?ts=markdown), [Cloud Network Security](https://www.paloaltonetworks.com/blog/cloud-security/category/cloud-network-security/?ts=markdown), [Cloud Security Posture Management](https://www.paloaltonetworks.com/blog/category/cloud-security-posture-management/?ts=markdown), [Cloud Workload Protection Platform](https://www.paloaltonetworks.com/blog/cloud-security/category/cloud-workload-protection-platform/?ts=markdown), [DevSecOps](https://www.paloaltonetworks.com/blog/cloud-security/category/devsecops/?ts=markdown)

[#### 6 Common Kubernetes and Container Attack Techniques and How to Prevent Them](https://origin-researchcenter.paloaltonetworks.com/blog/cloud-security/6-common-kubernetes-attacks/)

### [Announcement](https://www.paloaltonetworks.com/blog/category/announcement/?ts=markdown), [DevSecOps](https://www.paloaltonetworks.com/blog/cloud-security/category/devsecops/?ts=markdown), [Partners](https://www.paloaltonetworks.com/blog/category/partners/?ts=markdown), [Products and Services](https://www.paloaltonetworks.com/blog/category/products-and-services/?ts=markdown)

[#### What Does the Latest Linux Kernel Vulnerability Mean for Kubernetes Users and How Prisma Cloud Protects Against it?](https://origin-researchcenter.paloaltonetworks.com/blog/cloud-security/linux-kernel-vulnerabilities/)

### [Cloud Infrastructure Entitlement Management](https://www.paloaltonetworks.com/blog/cloud-security/category/cloud-infrastructure-entitlement-management/?ts=markdown), [Cloud Network Security](https://www.paloaltonetworks.com/blog/cloud-security/category/cloud-network-security/?ts=markdown), [Cloud Posture Security](https://www.paloaltonetworks.com/blog/cloud-security/category/cloud-security-posture-management/?ts=markdown), [Cloud Workload Protection](https://www.paloaltonetworks.com/blog/category/cloud-workload-protection/?ts=markdown), [DevSecOps](https://www.paloaltonetworks.com/blog/cloud-security/category/devsecops/?ts=markdown)

[#### Building a Zero Trust Framework for Cloud Native Applications](https://origin-researchcenter.paloaltonetworks.com/blog/cloud-security/zero-trust-cloud-native-applications/)

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