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Defense](https://www.paloaltonetworks.com/network-security/advanced-ip-defense?ts=markdown) * [Quantum Safe Security](https://www.paloaltonetworks.com/network-security/quantum-safe-security?ts=markdown) * [Next-Gen Trust Security](https://www.paloaltonetworks.com/network-security/next-gen-trust-security?ts=markdown) SASE [![](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/prisma-sase-logo-nav.svg)](https://www.paloaltonetworks.com/sase?ts=markdown) [Secure Access (SASE)](https://www.paloaltonetworks.com/sase?ts=markdown) * [Prisma Access (ZTNA)](https://www.paloaltonetworks.com/sase/access?ts=markdown) * [SD-WAN](https://www.paloaltonetworks.com/sase/sd-wan?ts=markdown) * [Prisma Browser](https://www.paloaltonetworks.com/sase/prisma-browser?ts=markdown) * [SaaS Security](https://www.paloaltonetworks.com/sase/saas-security?ts=markdown) * [Enterprise DLP](https://www.paloaltonetworks.com/sase/enterprise-data-loss-prevention?ts=markdown) Security Operations [![](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/cortex-logo-nav.svg)](https://www.paloaltonetworks.com/cortex?ts=markdown) [Security Operations](https://www.paloaltonetworks.com/cortex?ts=markdown) * [AI-Driven SOC](https://www.paloaltonetworks.com/cortex/cortex-xsiam?ts=markdown) * [Extended Detection \& Response](https://www.paloaltonetworks.com/cortex/cortex-xdr?ts=markdown) * [Security Orchestration \& Automation](https://www.paloaltonetworks.com/cortex/cortex-xsoar?ts=markdown) * [Attack Surface Management](https://www.paloaltonetworks.com/cortex/cortex-xpanse?ts=markdown) * [Exposure Management](https://www.paloaltonetworks.com/cortex/exposure-management?ts=markdown) * [Email Security](https://www.paloaltonetworks.com/cortex/advanced-email-security?ts=markdown) * [Threat Intelligence Management](https://www.paloaltonetworks.com/cortex/threat-intel-management?ts=markdown) * [Agentic-first Automation](https://www.paloaltonetworks.com/cortex/agentix?ts=markdown) * [Identity Threat Detection and Response](https://www.paloaltonetworks.com/cortex/itdr?ts=markdown) [Endpoint Security](https://www.paloaltonetworks.com/cortex/endpoint-protection?ts=markdown) * [Endpoint Protection](https://www.paloaltonetworks.com/cortex/endpoint-protection?ts=markdown) * [Agentic Endpoint Security](https://www.paloaltonetworks.com/cortex/agentic-endpoint-security?ts=markdown) * [Ransomware Protection](https://www.paloaltonetworks.com/cortex/ransomware-protection?ts=markdown) * [Digital Forensics](https://www.paloaltonetworks.com/cortex/digital-forensics?ts=markdown) [Data Security](https://www.paloaltonetworks.com/cortex/data-security?ts=markdown) Cloud Security [![](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/cortex-cloud-logo-nav.svg)](https://www.paloaltonetworks.com/cortex/cloud?ts=markdown) [Application Security Overview](https://www.paloaltonetworks.com/cortex/cloud/application-security?ts=markdown) * [Application Security Posture Management](https://www.paloaltonetworks.com/cortex/cloud/application-security-posture-management?ts=markdown) * [Software Supply Chain Security](https://www.paloaltonetworks.com/cortex/cloud/software-supply-chain-security?ts=markdown) * [Infrastructure-as-Code (IaC) Security](https://www.paloaltonetworks.com/cortex/cloud/infrastructure-as-code-security?ts=markdown) * [Software Composition Analysis](https://www.paloaltonetworks.com/cortex/cloud/software-composition-analysis?ts=markdown) * [Secrets Security](https://www.paloaltonetworks.com/cortex/cloud/secrets-security?ts=markdown) * [Open Partner Ecosystem](https://www.paloaltonetworks.com/cortex/cloud/appsec-partner-ecosystem?ts=markdown) [Cloud Posture Security Overview](https://www.paloaltonetworks.com/cortex/cloud/cloud-posture-security?ts=markdown) * [Cloud Security Posture Management](https://www.paloaltonetworks.com/cortex/cloud/cloud-security-posture-management?ts=markdown) * [Cloud Infrastructure Entitlement Management](https://www.paloaltonetworks.com/cortex/cloud/cloud-infrastructure-entitlement-management?ts=markdown) * [Data Security Posture Management](https://www.paloaltonetworks.com/cortex/cloud/data-security-posture-management?ts=markdown) * [AI Security Posture Management](https://www.paloaltonetworks.com/cortex/cloud/ai-security-posture-management?ts=markdown) * [Vulnerability Management](https://www.paloaltonetworks.com/cortex/cloud/vulnerability-management?ts=markdown) * [Cloud Attack Surface Management](https://www.paloaltonetworks.com/cortex/cloud/attack-surface-management?ts=markdown) [Cloud Runtime Security Overview](https://www.paloaltonetworks.com/cortex/cloud/runtime-security?ts=markdown) * [Cloud Detection and Response](https://www.paloaltonetworks.com/cortex/cloud-detection-and-response?ts=markdown) * [Container \& Kubernetes Security](https://www.paloaltonetworks.com/cortex/cloud/kubernetes-and-container-security?ts=markdown) * [Cloud Workload Protection](https://www.paloaltonetworks.com/cortex/cloud/cloud-workload-protection?ts=markdown) * [API Security](https://www.paloaltonetworks.com/cortex/cloud/api-security?ts=markdown) * [Serverless Security](https://www.paloaltonetworks.com/cortex/cloud/serverless-security?ts=markdown) Observability ^NEW^ [![](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/cortex/xcor/cortex-xcor-logo-nav-2.svg)](https://www.paloaltonetworks.com/cortex/xcor?ts=markdown) Observability \& Remediation * [AI-Driven Observability](https://www.paloaltonetworks.com/cortex/xcor/ai-driven-observability?ts=markdown) * [Distributed Tracing](https://www.paloaltonetworks.com/cortex/xcor/distributed-tracing?ts=markdown) * [Log Management](https://www.paloaltonetworks.com/cortex/xcor/log-management?ts=markdown) * [Metrics Monitoring](https://www.paloaltonetworks.com/cortex/xcor/metrics-monitoring?ts=markdown) Identity Security [![](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/idira-logo-nav.svg)](https://www.paloaltonetworks.com/idira?ts=markdown) [Human Identities](https://www.paloaltonetworks.com/idira/human?ts=markdown) * [Modern PAM](https://www.paloaltonetworks.com/idira/human/privileged-access-management?ts=markdown) * [Identity and Access Management](https://www.paloaltonetworks.com/idira/human/identity-and-access-management?ts=markdown) * [Endpoint Privilege Manager](https://www.paloaltonetworks.com/idira/human/endpoint-privilege-manager?ts=markdown) * [Identity Governance](https://www.paloaltonetworks.com/idira/human/identity-governance?ts=markdown) * [Workforce Password Management](https://www.paloaltonetworks.com/idira/human/workforce-password-management?ts=markdown) * [Vendor Privileged Access](https://www.paloaltonetworks.com/idira/human/vendor-privileged-access?ts=markdown) [Machine Identities](https://www.paloaltonetworks.com/idira/machine?ts=markdown) * [Secrets Management](https://www.paloaltonetworks.com/idira/machine/secrets-management?ts=markdown) * [Unified Secrets Governance](https://www.paloaltonetworks.com/idira/machine/unified-secrets-governance?ts=markdown) * [Application Credentials Delivery](https://www.paloaltonetworks.com/idira/machine/application-credentials-delivery?ts=markdown) [Agentic Identities](https://www.paloaltonetworks.com/idira/agentic?ts=markdown) [See All Products](https://www.paloaltonetworks.com/products/products-a-z?ts=markdown) * [![Overview icon](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/logo-default-orange.svg) Overview](#products-panel-0) * [![AI Security icon](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/icon-prisma-blue.svg) AI Security](#products-panel-1) * [![Network Security 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tools](https://www.paloaltonetworks.com/ai-security/prisma-airs?ts=markdown) [![Network Security icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/strata-logo-nav.svg) Network Security AI-powered NetSec with next-gen firewalls, inline defense and unified management](https://www.paloaltonetworks.com/network-security?ts=markdown) [![Security Operations icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/cortex-logo-nav.svg) Security Operations Stop cyberattackers with the industry's premier platform for autonomous security operations](https://www.paloaltonetworks.com/cortex?ts=markdown) [![Observability \& Remediation NEW icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/cortex/xcor/cortex-xcor-logo-nav-2.svg) Observability \& Remediation ^NEW^ Prevent downtime with the AI-driven platform that delivers autonomous remediation](https://www.paloaltonetworks.com/cortex/xcor?ts=markdown) [![SASE icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/prisma-sase-logo-nav.svg) SASE Protect with AI, secure AI use and operate with AI using agentic Prisma SASE](https://www.paloaltonetworks.com/sase?ts=markdown) [![Identity Security icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/idira-logo-nav.svg) Identity Security Identity security platform to secure every identity: human, machine and agentic](https://www.paloaltonetworks.com/idira?ts=markdown) [![Cloud Security icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/cortex-cloud-logo-nav.svg) Cloud Security Prevent risks from code to cloud with the leading agentic cloud security platform](https://www.paloaltonetworks.com/cortex/cloud?ts=markdown) [![AI Security logo](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/prisma-AIRS-logo-nav.svg)](https://www.paloaltonetworks.com/ai-security/prisma-airs?ts=markdown) [AI Security Platform](https://www.paloaltonetworks.com/ai-security/prisma-airs?ts=markdown) * [AI Gateway](https://www.paloaltonetworks.com/ai-security/ai-gateway?ts=markdown) * [AI Supply Chain Security](https://www.paloaltonetworks.com/ai-security/ai-supply-chain-security?ts=markdown) * [AI Red Teaming](https://www.paloaltonetworks.com/ai-security/ai-red-teaming?ts=markdown) * [AI Runtime Security](https://www.paloaltonetworks.com/ai-security/ai-runtime-security?ts=markdown) * [Agent Identity Security](https://www.paloaltonetworks.com/ai-security/agent-identity-security?ts=markdown) * [AI Posture Management](https://www.paloaltonetworks.com/prisma/cloud/ai-spm?ts=markdown) * [Agentic Endpoint Security](https://www.paloaltonetworks.com/cortex/agentic-endpoint-security?ts=markdown) Secure GenAI Tools * [Prisma Browser](https://www.paloaltonetworks.com/sase/prisma-browser?ts=markdown) [![Network Security logo](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/strata-logo-nav.svg)](https://www.paloaltonetworks.com/network-security?ts=markdown) [Secure the Network](https://www.paloaltonetworks.com/network-security/next-generation-firewall?ts=markdown) * [Hardware Firewalls](https://www.paloaltonetworks.com/network-security/hardware-firewall-innovations?ts=markdown) * [Software Firewalls](https://www.paloaltonetworks.com/network-security/software-firewalls?ts=markdown) * [Strata Cloud Manager](https://www.paloaltonetworks.com/network-security/strata-cloud-manager?ts=markdown) * [OT / Industrial Security](https://www.paloaltonetworks.com/network-security/ot-security-solution?ts=markdown) * [Device \& IoT Security](https://www.paloaltonetworks.com/network-security/device-security?ts=markdown) * [5G Security](https://www.paloaltonetworks.com/network-security/5g-security?ts=markdown) * [Managed Firewalls - Azure](https://www.paloaltonetworks.com/network-security/cloud-ngfw-for-azure?ts=markdown) * [Managed Firewalls - AWS](https://www.paloaltonetworks.com/network-security/cloud-ngfw?ts=markdown) [Cloud-Delivered Security Services](https://www.paloaltonetworks.com/network-security/security-subscriptions?ts=markdown) * [Advanced Threat Prevention](https://www.paloaltonetworks.com/network-security/advanced-threat-prevention?ts=markdown) * [Advanced URL Filtering](https://www.paloaltonetworks.com/network-security/advanced-url-filtering?ts=markdown) * [Advanced WildFire](https://www.paloaltonetworks.com/network-security/advanced-wildfire?ts=markdown) * [Advanced DNS Security](https://www.paloaltonetworks.com/network-security/advanced-dns-security?ts=markdown) * [Advanced IP Defense](https://www.paloaltonetworks.com/network-security/advanced-ip-defense?ts=markdown) * [Quantum Safe Security](https://www.paloaltonetworks.com/network-security/quantum-safe-security?ts=markdown) * [Next-Gen Trust Security](https://www.paloaltonetworks.com/network-security/next-gen-trust-security?ts=markdown) [![SASE logo](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/prisma-sase-logo-nav.svg)](https://www.paloaltonetworks.com/sase?ts=markdown) [Secure Access (SASE)](https://www.paloaltonetworks.com/sase?ts=markdown) * [Prisma Access (ZTNA)](https://www.paloaltonetworks.com/sase/access?ts=markdown) * [SD-WAN](https://www.paloaltonetworks.com/sase/sd-wan?ts=markdown) * [Prisma Browser](https://www.paloaltonetworks.com/sase/prisma-browser?ts=markdown) * [SaaS Security](https://www.paloaltonetworks.com/sase/saas-security?ts=markdown) * [Enterprise DLP](https://www.paloaltonetworks.com/sase/enterprise-data-loss-prevention?ts=markdown) [![Security Operations logo](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/cortex-logo-nav.svg)](https://www.paloaltonetworks.com/cortex?ts=markdown) [Security Operations](https://www.paloaltonetworks.com/cortex?ts=markdown) * [AI-Driven SOC](https://www.paloaltonetworks.com/cortex/cortex-xsiam?ts=markdown) * [Extended Detection \& Response](https://www.paloaltonetworks.com/cortex/cortex-xdr?ts=markdown) * [Security Orchestration \& Automation](https://www.paloaltonetworks.com/cortex/cortex-xsoar?ts=markdown) * [Attack Surface Management](https://www.paloaltonetworks.com/cortex/cortex-xpanse?ts=markdown) * [Exposure Management](https://www.paloaltonetworks.com/cortex/exposure-management?ts=markdown) * [Email Security](https://www.paloaltonetworks.com/cortex/advanced-email-security?ts=markdown) * [Threat Intelligence Management](https://www.paloaltonetworks.com/cortex/threat-intel-management?ts=markdown) * [Agentic-first Automation](https://www.paloaltonetworks.com/cortex/agentix?ts=markdown) * [Identity Threat Detection and Response](https://www.paloaltonetworks.com/cortex/itdr?ts=markdown) [Endpoint Security](https://www.paloaltonetworks.com/cortex/endpoint-protection?ts=markdown) * [Endpoint Protection](https://www.paloaltonetworks.com/cortex/endpoint-protection?ts=markdown) * [Agentic Endpoint Security](https://www.paloaltonetworks.com/cortex/agentic-endpoint-security?ts=markdown) * [Ransomware Protection](https://www.paloaltonetworks.com/cortex/ransomware-protection?ts=markdown) * [Digital Forensics](https://www.paloaltonetworks.com/cortex/digital-forensics?ts=markdown) [Data Security](https://www.paloaltonetworks.com/cortex/data-security?ts=markdown) [![Cloud Security logo](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/cortex-cloud-logo-nav.svg)](https://www.paloaltonetworks.com/cortex/cloud?ts=markdown) [Application Security Overview](https://www.paloaltonetworks.com/cortex/cloud/application-security?ts=markdown) * [Application Security Posture Management](https://www.paloaltonetworks.com/cortex/cloud/application-security-posture-management?ts=markdown) * [Software Supply Chain Security](https://www.paloaltonetworks.com/cortex/cloud/software-supply-chain-security?ts=markdown) * [Infrastructure-as-Code (IaC) Security](https://www.paloaltonetworks.com/cortex/cloud/infrastructure-as-code-security?ts=markdown) * [Software Composition Analysis](https://www.paloaltonetworks.com/cortex/cloud/software-composition-analysis?ts=markdown) * [Secrets Security](https://www.paloaltonetworks.com/cortex/cloud/secrets-security?ts=markdown) * [Open Partner Ecosystem](https://www.paloaltonetworks.com/cortex/cloud/appsec-partner-ecosystem?ts=markdown) [Cloud Posture Security Overview](https://www.paloaltonetworks.com/cortex/cloud/cloud-posture-security?ts=markdown) * [Cloud Security Posture Management](https://www.paloaltonetworks.com/cortex/cloud/cloud-security-posture-management?ts=markdown) * [Cloud Infrastructure Entitlement Management](https://www.paloaltonetworks.com/cortex/cloud/cloud-infrastructure-entitlement-management?ts=markdown) * [Data Security Posture Management](https://www.paloaltonetworks.com/cortex/cloud/data-security-posture-management?ts=markdown) * [AI Security Posture Management](https://www.paloaltonetworks.com/cortex/cloud/ai-security-posture-management?ts=markdown) * [Vulnerability Management](https://www.paloaltonetworks.com/cortex/cloud/vulnerability-management?ts=markdown) * [Cloud Attack Surface Management](https://www.paloaltonetworks.com/cortex/cloud/attack-surface-management?ts=markdown) [Cloud Runtime Security Overview](https://www.paloaltonetworks.com/cortex/cloud/runtime-security?ts=markdown) * [Cloud Detection and Response](https://www.paloaltonetworks.com/cortex/cloud-detection-and-response?ts=markdown) * [Container \& Kubernetes Security](https://www.paloaltonetworks.com/cortex/cloud/kubernetes-and-container-security?ts=markdown) * [Cloud Workload Protection](https://www.paloaltonetworks.com/cortex/cloud/cloud-workload-protection?ts=markdown) * [API Security](https://www.paloaltonetworks.com/cortex/cloud/api-security?ts=markdown) * [Serverless Security](https://www.paloaltonetworks.com/cortex/cloud/serverless-security?ts=markdown) [![Observability NEW logo](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/cortex/xcor/cortex-xcor-logo-nav-2.svg)](https://www.paloaltonetworks.com/cortex/xcor?ts=markdown) Observability \& Remediation * [AI-Driven Observability](https://www.paloaltonetworks.com/cortex/xcor/ai-driven-observability?ts=markdown) * [Distributed Tracing](https://www.paloaltonetworks.com/cortex/xcor/distributed-tracing?ts=markdown) * [Log Management](https://www.paloaltonetworks.com/cortex/xcor/log-management?ts=markdown) * [Metrics Monitoring](https://www.paloaltonetworks.com/cortex/xcor/metrics-monitoring?ts=markdown) [![Identity Security logo](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/idira-logo-nav.svg)](https://www.paloaltonetworks.com/idira?ts=markdown) [Human Identities](https://www.paloaltonetworks.com/idira/human?ts=markdown) * [Modern PAM](https://www.paloaltonetworks.com/idira/human/privileged-access-management?ts=markdown) * [Identity and Access Management](https://www.paloaltonetworks.com/idira/human/identity-and-access-management?ts=markdown) * [Endpoint Privilege Manager](https://www.paloaltonetworks.com/idira/human/endpoint-privilege-manager?ts=markdown) * [Identity Governance](https://www.paloaltonetworks.com/idira/human/identity-governance?ts=markdown) * [Workforce Password Management](https://www.paloaltonetworks.com/idira/human/workforce-password-management?ts=markdown) * [Vendor Privileged Access](https://www.paloaltonetworks.com/idira/human/vendor-privileged-access?ts=markdown) [Machine Identities](https://www.paloaltonetworks.com/idira/machine?ts=markdown) * [Secrets Management](https://www.paloaltonetworks.com/idira/machine/secrets-management?ts=markdown) * [Unified Secrets Governance](https://www.paloaltonetworks.com/idira/machine/unified-secrets-governance?ts=markdown) * [Application Credentials Delivery](https://www.paloaltonetworks.com/idira/machine/application-credentials-delivery?ts=markdown) [Agentic Identities](https://www.paloaltonetworks.com/idira/agentic?ts=markdown) * Solutions Solutions By Use Case [![Drive AI Transformation icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/ai-page/teaser-block/teaser-icon-2.svg) Drive AI Transformation Scale enterprise AI adoption across employees, applications and agents with confidence and control](https://www.paloaltonetworks.com/ai-security?ts=markdown) [![Accelerate Cloud Transformation icon](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/icon-cortex.svg) Accelerate Cloud Transformation Build fast and innovate fearlessly with AI-driven protection from code to 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[What is Platform as a Service (PaaS)?](https://www.paloaltonetworks.com/cyberpedia/platform-as-a-service-paas?ts=markdown) Table of Contents * [What Is Cloud Native?](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-native?ts=markdown) * [Cloud Native Explained](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-native#explained?ts=markdown) * [History of Cloud Native](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-native#history?ts=markdown) * [What Are Cloud-Native Applications?](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-native#applications?ts=markdown) * [What Is Cloud-Native Architecture?](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-native#architecture?ts=markdown) * [What Is Cloud-Native Application Development?](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-native#development?ts=markdown) * [Benefits of Cloud-Native Application Development](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-native#benefits?ts=markdown) * [What Is a Cloud-Native Stack?](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-native#stack?ts=markdown) * [Cloud-Native Security Challenges](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-native#challenges?ts=markdown) * [Cloud-Native FAQs](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-native#faqs?ts=markdown) * [What Is Threat Modeling?](https://www.paloaltonetworks.com/cyberpedia/threat-modeling?ts=markdown) * [Threat Modeling Explained](https://www.paloaltonetworks.com/cyberpedia/threat-modeling#threat?ts=markdown) * [Threat Modeling Frameworks](https://www.paloaltonetworks.com/cyberpedia/threat-modeling#frameworks?ts=markdown) * [Threat Modeling: Four Question Framework](https://www.paloaltonetworks.com/cyberpedia/threat-modeling#modeling?ts=markdown) * [Benefits of Threat Modeling in Modern Enterprise Security](https://www.paloaltonetworks.com/cyberpedia/threat-modeling#benefits?ts=markdown) * [Threat Modeling Tools](https://www.paloaltonetworks.com/cyberpedia/threat-modeling#tools?ts=markdown) * [Threat Modeling FAQs](https://www.paloaltonetworks.com/cyberpedia/threat-modeling#faqs?ts=markdown) * [Benefits of Cloud Security Posture Management (CSPM)](https://www.paloaltonetworks.com/cyberpedia/cspm-benefits?ts=markdown) * [What Is Cloud Security Posture Management?](https://www.paloaltonetworks.com/cyberpedia/cspm-benefits#what?ts=markdown) * [The Core Benefits of Cloud Security Posture Management](https://www.paloaltonetworks.com/cyberpedia/cspm-benefits#core?ts=markdown) * [Benefits of CSPM in Cloud Environments at Scale](https://www.paloaltonetworks.com/cyberpedia/cspm-benefits#benefits?ts=markdown) * [Benefits of Agentless CSPM for Cloud Security](https://www.paloaltonetworks.com/cyberpedia/cspm-benefits#agentless?ts=markdown) * [How to Get the Most from CSPM Tools](https://www.paloaltonetworks.com/cyberpedia/cspm-benefits#how?ts=markdown) * [Cloud Security Posture Management Benefits FAQs](https://www.paloaltonetworks.com/cyberpedia/cspm-benefits#faqs?ts=markdown) * [What Is a Cloud Native Security Platform?](https://www.paloaltonetworks.com/cyberpedia/what-is-a-cloud-native-security-platform?ts=markdown) * [What Does 'Cloud Native' Mean?](https://www.paloaltonetworks.com/cyberpedia/what-is-a-cloud-native-security-platform#what?ts=markdown) * [The Beginnings of Cloud Native Security](https://www.paloaltonetworks.com/cyberpedia/what-is-a-cloud-native-security-platform#beginning?ts=markdown) * [Enter Cloud Native Security Platforms](https://www.paloaltonetworks.com/cyberpedia/what-is-a-cloud-native-security-platform#enter?ts=markdown) * [CNSPs and the Future](https://www.paloaltonetworks.com/cyberpedia/what-is-a-cloud-native-security-platform#cnsp?ts=markdown) * [Cloud Native Security Platform FAQs](https://www.paloaltonetworks.com/cyberpedia/what-is-a-cloud-native-security-platform#faqs?ts=markdown) * [What Is Microsegmentation?](https://www.paloaltonetworks.com/cyberpedia/what-is-microsegmentation?ts=markdown) * [Microsegmentation Explained](https://www.paloaltonetworks.com/cyberpedia/what-is-microsegmentation#micro?ts=markdown) * [Beyond Perimeter Security](https://www.paloaltonetworks.com/cyberpedia/what-is-microsegmentation#beyond?ts=markdown) * [Network Segmentation Challenges](https://www.paloaltonetworks.com/cyberpedia/what-is-microsegmentation#network?ts=markdown) * [How Microsegmentation Works](https://www.paloaltonetworks.com/cyberpedia/what-is-microsegmentation#how?ts=markdown) * [Types of Microsegmentation](https://www.paloaltonetworks.com/cyberpedia/what-is-microsegmentation#types?ts=markdown) * [Benefits of Microsegmentation](https://www.paloaltonetworks.com/cyberpedia/what-is-microsegmentation#benefits?ts=markdown) * [Microsegmentation Use Cases](https://www.paloaltonetworks.com/cyberpedia/what-is-microsegmentation#usecases?ts=markdown) * [Microsegmentation FAQs](https://www.paloaltonetworks.com/cyberpedia/what-is-microsegmentation#faqs?ts=markdown) * [What Is Cloud-Native Security?](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-native-security?ts=markdown) * [Cloud-Native Security Explained](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-native-security#explained?ts=markdown) * [Cloud Native Goes Beyond Fixed Perimeters](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-native-security#perimeters?ts=markdown) * [Diagnostic Difficulties](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-native-security#diagnostic?ts=markdown) * [Accelerating DevOps Velocity](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-native-security#velocity?ts=markdown) * [Key Elements of Cloud-Native Security](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-native-security#key?ts=markdown) * [Cloud Native-Security Strategies](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-native-security#strategies?ts=markdown) * [Cloud-Native Security FAQs](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-native-security#faqs?ts=markdown) * [CSP-Built Security Vs. Cloud-Agnostic Security](https://www.paloaltonetworks.com/cyberpedia/cloud-native-security-vs-3rd-party-security?ts=markdown) * [Cloud Security: The Technology Decision](https://www.paloaltonetworks.com/cyberpedia/cloud-native-security-vs-3rd-party-security#cloud?ts=markdown) * [Feature Set and Capabilities](https://www.paloaltonetworks.com/cyberpedia/cloud-native-security-vs-3rd-party-security#feature?ts=markdown) * [The Multicloud Challenge](https://www.paloaltonetworks.com/cyberpedia/cloud-native-security-vs-3rd-party-security#challenge?ts=markdown) * [Real-World Applications](https://www.paloaltonetworks.com/cyberpedia/cloud-native-security-vs-3rd-party-security#realworld?ts=markdown) * [Prisma Cloud](https://www.paloaltonetworks.com/cyberpedia/cloud-native-security-vs-3rd-party-security#prisma-cloud?ts=markdown) * [Cloud-Native Security FAQs](https://www.paloaltonetworks.com/cyberpedia/cloud-native-security-vs-3rd-party-security#faqs?ts=markdown) * [What Is Serverless Security?](https://www.paloaltonetworks.com/cyberpedia/what-is-serverless-security?ts=markdown) * [What Is CNAPP?](https://www.paloaltonetworks.com/cyberpedia/what-is-a-cloud-native-application-protection-platform?ts=markdown) * [CNAPP Explained](https://www.paloaltonetworks.com/cyberpedia/what-is-a-cloud-native-application-protection-platform#cnapp?ts=markdown) * [Key Components of a CNAPP](https://www.paloaltonetworks.com/cyberpedia/what-is-a-cloud-native-application-protection-platform#key?ts=markdown) * [CNAPP Architecture and Functionality](https://www.paloaltonetworks.com/cyberpedia/what-is-a-cloud-native-application-protection-platform#architecture?ts=markdown) * [CNAPP Implementation Strategies](https://www.paloaltonetworks.com/cyberpedia/what-is-a-cloud-native-application-protection-platform#implementation?ts=markdown) * [CNAPP Benefits](https://www.paloaltonetworks.com/cyberpedia/what-is-a-cloud-native-application-protection-platform#benefits?ts=markdown) * [The AI-Enhanced CNAPP](https://www.paloaltonetworks.com/cyberpedia/what-is-a-cloud-native-application-protection-platform#enhanced?ts=markdown) * [What's Next for CNAPP?](https://www.paloaltonetworks.com/cyberpedia/what-is-a-cloud-native-application-protection-platform#next?ts=markdown) * [Cloud-Native Security FAQs](https://www.paloaltonetworks.com/cyberpedia/what-is-a-cloud-native-application-protection-platform#faqs?ts=markdown) * [What Are Microservices?](https://www.paloaltonetworks.com/cyberpedia/what-are-microservices?ts=markdown) * [Microservices Explained](https://www.paloaltonetworks.com/cyberpedia/what-are-microservices#explained?ts=markdown) * [From Service-Oriented Architecture to Microservices](https://www.paloaltonetworks.com/cyberpedia/what-are-microservices#service?ts=markdown) * [Benefits of Microservices](https://www.paloaltonetworks.com/cyberpedia/what-are-microservices#benefits?ts=markdown) * [When to Use Microservices](https://www.paloaltonetworks.com/cyberpedia/what-are-microservices#when?ts=markdown) * [Building and Deploying Microservices-Based Apps](https://www.paloaltonetworks.com/cyberpedia/what-are-microservices#deploying?ts=markdown) * [Microservices Best Practices](https://www.paloaltonetworks.com/cyberpedia/what-are-microservices#best?ts=markdown) * [Adopting Microservices](https://www.paloaltonetworks.com/cyberpedia/what-are-microservices#adopting?ts=markdown) * [Securing Microservices](https://www.paloaltonetworks.com/cyberpedia/what-are-microservices#securing?ts=markdown) * [Microservices FAQs](https://www.paloaltonetworks.com/cyberpedia/what-are-microservices#faqs?ts=markdown) * [What Is CSPM? | Cloud Security Posture Management Explained](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-security-posture-management?ts=markdown) * [Cloud Security Posture Management Explained](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-security-posture-management#cloud?ts=markdown) * [Why Is CSPM Important?](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-security-posture-management#why?ts=markdown) * [How Does CSPM Work?](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-security-posture-management#how?ts=markdown) * [The Evolution of CSPM](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-security-posture-management#the?ts=markdown) * [What Are Researchers Saying About CSPM?](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-security-posture-management#what?ts=markdown) * [What Are the Benefits of CSPM?](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-security-posture-management#benefits?ts=markdown) * [Cloud Security Posture Management (CSPM) FAQs](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-security-posture-management#faqs?ts=markdown) * [What Is Cloud Network Security?](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-network-security?ts=markdown) * [Cloud Network Security Explained](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-network-security#network-security?ts=markdown) * [Cloud Network Security](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-network-security#cns?ts=markdown) * [Kubernetes Network Security](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-network-security#kns?ts=markdown) * [Kubernetes Control Plane Security](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-network-security#control-plane-security?ts=markdown) * [Network Security Best Practices for Containers and Kubernetes](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-network-security#best-practice?ts=markdown) * [Cloud Network Security FAQs](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-network-security#faq?ts=markdown) * [Core Tenets of a Cloud Native Security Platform (CNSP)](https://www.paloaltonetworks.com/cyberpedia/core-tenets-of-a-cloud-native-security-platform?ts=markdown) * [CSPM Tools: How to Evaluate and Select the Best Option](https://www.paloaltonetworks.com/cyberpedia/cspm-tools?ts=markdown) * [The Need for Cloud Security Posture Management Solutions](https://www.paloaltonetworks.com/cyberpedia/cspm-tools#need?ts=markdown) * [Components of CSPM Tools](https://www.paloaltonetworks.com/cyberpedia/cspm-tools#components?ts=markdown) * [How to Select the Right CSPM Solution](https://www.paloaltonetworks.com/cyberpedia/cspm-tools#how?ts=markdown) * [Common Challenges in Implementing CSPM](https://www.paloaltonetworks.com/cyberpedia/cspm-tools#common?ts=markdown) * [Cloud Security Posture Management (CSPM) FAQs](https://www.paloaltonetworks.com/cyberpedia/cspm-tools#faqs?ts=markdown) * What is Platform as a Service (PaaS)? * [Benefits and Security Implications](https://www.paloaltonetworks.com/cyberpedia/platform-as-a-service-paas#benefits?ts=markdown) * [Platform as a Service FAQs](https://www.paloaltonetworks.com/cyberpedia/platform-as-a-service-paas#faqs?ts=markdown) # What is Platform as a Service (PaaS)? 5 min. read Table of Contents * * [Benefits and Security Implications](https://www.paloaltonetworks.com/cyberpedia/platform-as-a-service-paas#benefits?ts=markdown) * [Platform as a Service FAQs](https://www.paloaltonetworks.com/cyberpedia/platform-as-a-service-paas#faqs?ts=markdown) 1. Benefits and Security Implications * * [Benefits and Security Implications](https://www.paloaltonetworks.com/cyberpedia/platform-as-a-service-paas#benefits?ts=markdown) * [Platform as a Service FAQs](https://www.paloaltonetworks.com/cyberpedia/platform-as-a-service-paas#faqs?ts=markdown) Platform as a service (PaaS), is a cloud computing service model that allows users to rent hardware and software tools over the internet to help quickly develop software and applications. Typically used by developers, PaaS allows users to build, compile and run programs without worrying about the underlying infrastructure. With PaaS, users do not manage or control the underlying cloud infrastructure, including network, servers, operating systems and storage, but they do have control over the deployed applications and possibly configuration settings for the application-hosting environment. AWS^®^ Elastic Beanstalk and Google App Engine are popular examples of PaaS services offered by Amazon Web Services and Google Cloud. ## Benefits and Security Implications The use of PaaS has several benefits for businesses, such as enabling rapid software development and simplified deployment. However, while developers regularly access web-based resources -- such as GitHub®, how-to guides or workbooks -- to get their jobs done more quickly and effectively, attackers use these same resources to inject malware into unsuspecting networks. Moreover, deploying PaaS environments creates a lack of visibility that further exposes organizations to risk in the cloud. Lateral movement by an attacker in a data center or cloud can go undetected indefinitely without complete visibility and precise controls to restrict it. Without visibility, you also run the risk of not detecting unauthorized users who deploy cloud resources for cryptomining or other purposes at your expense. To provide consistent, frictionless security that will protect vital assets without impeding the productivity and agility of adopting PaaS, automation needs to be part of the development process. Developers do not need to become security experts so long as security checks can be automated across the development life cycle. Applications within PaaS environments require enterprise-level security and a multi-dimensional approach, including in-line, API-based and host-based protection components. With in-line components, it's important to protect and segment cloud workloads to safeguard against internal and external threats. By monitoring traffic in your cloud environment, you'll gain application-level visibility into communication between cloud workloads and can implement segmentation policies to ensure the appropriate level of interaction between these workloads. For API-based protections, you need continuous discovery and monitoring, [data security](https://www.paloaltonetworks.com/cyberpedia/what-is-data-security?ts=markdown), and compliance reporting. The API-based approach is transparent to developers and allows security teams to monitor cloud resources for any suspicious activity. This prevents misconfigurations and ensures compliance with industry standards like PCI DSS, HIPAA or GDPR. Lastly, with host-based protection components, you must secure the operating system and applications within the workloads. A lightweight host agent deployed within the cloud instance should detect any zero-day exploits and ensure the integrity of the operating system and applications. Attackers may still uncover vulnerabilities within the environment, but this agent-based approach can provide protection until your organization is able to patch components. ## Platform as a Service FAQs ### What is scalability in PaaS? Scalability in PaaS refers to the ability to dynamically adjust resources to meet the demands of an application. PaaS platforms automatically scale computing resources such as CPU, memory, and storage based on application load. Horizontal scaling involves adding more instances of the application, while vertical scaling increases the resources of existing instances. Scalability ensures that applications can handle varying levels of traffic without performance degradation. PaaS providers like AWS Elastic Beanstalk and Google App Engine offer built-in scaling features, enabling seamless growth and optimal resource utilization. ### What is multitenancy in PaaS? Multitenancy in PaaS is the architecture where multiple users (tenants) share the same application instance while maintaining data isolation and privacy. Each tenant's data and configuration are logically separated, ensuring security and performance. Multi-tenancy optimizes resource usage, reducing operational costs and improving efficiency. PaaS platforms achieve this through containerization, virtualization, and robust access controls. Providers like Microsoft Azure and Salesforce ensure that multi-tenancy is secure and scalable, allowing multiple customers to benefit from shared infrastructure while maintaining individual data integrity and privacy. ### What is integration in PaaS? Integration in PaaS involves connecting the platform with various services, applications, and data sources to create a cohesive ecosystem. PaaS platforms offer APIs, middleware, and integration tools to facilitate seamless connectivity. Integration capabilities include connecting to databases, third-party services, and enterprise applications. This enables developers to build comprehensive solutions that leverage existing systems. PaaS providers like AWS Elastic Beanstalk and Google Cloud Platform offer extensive integration options, allowing seamless data flow and communication between different components, enhancing the overall functionality and efficiency of applications. ### What is continuous deployment in PaaS? Continuous deployment in PaaS is the practice of automatically deploying code changes to production as soon as they pass predefined tests. PaaS platforms support continuous integration and deployment pipelines, enabling rapid and reliable software delivery. Developers can push changes to version control systems, triggering automated build, test, and deployment processes. This ensures that applications are always up-to-date and can quickly adapt to changing requirements. PaaS providers like Heroku and Azure DevOps offer integrated CI/CD tools, streamlining the deployment process and reducing manual intervention. ### What is high availability in PaaS? High availability in PaaS ensures that applications remain accessible and functional even in the event of hardware or software failures. PaaS platforms achieve high availability through redundancy, load balancing, and failover mechanisms. Applications are deployed across multiple data centers or availability zones, minimizing the impact of localized failures. Load balancers distribute traffic evenly, ensuring optimal performance and reliability. PaaS providers like Google App Engine and AWS Elastic Beanstalk offer built-in high availability features, guaranteeing minimal downtime and consistent user experience. ### How do you secure PaaS environments? Security in PaaS encompasses measures to protect applications, data, and the underlying platform from unauthorized access and threats. PaaS providers implement robust security protocols, including encryption, access controls, and network security. Developers can leverage built-in security features such as identity and access management (IAM), secure data storage, and compliance certifications. Regular security updates and monitoring ensure that vulnerabilities are promptly addressed. PaaS platforms like Microsoft Azure and Google Cloud Platform offer comprehensive security frameworks, enabling organizations to build and deploy secure applications with confidence. ### What is cost management in PaaS? Cost management in PaaS involves monitoring and optimizing the expenses associated with using the platform. PaaS providers offer tools and features to track resource usage, set budget limits, and receive cost alerts. Developers can use scaling policies, reserved instances, and resource tagging to optimize costs. Detailed billing reports and dashboards provide insights into spending patterns, helping organizations manage their budgets effectively. Platforms like AWS Elastic Beanstalk and Google App Engine provide cost management tools, enabling users to balance performance and expenses while avoiding unexpected charges. ### What is customization in PaaS? Customization in PaaS allows developers to tailor the platform to meet specific application requirements. PaaS providers offer configurable environments, allowing users to choose runtime languages, frameworks, and middleware. Developers can also integrate third-party services, define custom build processes, and set environment variables. Customization extends to scaling policies, security settings, and deployment strategies. Platforms like Heroku and Azure App Service provide extensive customization options, enabling developers to create optimized and unique environments that align with their application needs and business objectives. ### What is API management in PaaS? API management in PaaS involves the creation, deployment, monitoring, and security of APIs within the platform. PaaS providers offer tools to design and publish APIs, set access controls, and monitor usage. API gateways facilitate load balancing, rate limiting, and authentication. Comprehensive analytics provide insights into API performance and usage patterns. Effective API management ensures that services are scalable, secure, and maintainable. Platforms like AWS API Gateway and Azure API Management offer robust solutions for managing APIs, enabling seamless integration and communication between different services and applications. Related Content [Cloud Security Glossary \& FAQs Got cloud security questions? Find answers, as well as best practices, key cloud security concepts, terminology --- and links to relevant cloud security articles.](https://www.paloaltonetworks.com/cyberpedia/cloud-security-glossary-faqs?ts=markdown) ![Share page on facebook](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/resources/facebook-circular-icon.svg) ![Share page on linkedin](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/resources/linkedin-circular-icon.svg) [![Share page by an email](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/resources/email-circular-icon.svg)](mailto:?subject=What%20is%20Platform%20as%20a%20Service%20%28PaaS%29%3F&body=Platform%20as%20a%20service%20%28PaaS%29%20is%20a%20cloud%20computing%20service%20model%20that%20allows%20users%20to%20rent%20hardware%20and%20software%20tools%20over%20the%20internet%20to%20create%20software%20and%20applications.%20at%20https%3A//www.paloaltonetworks.com/cyberpedia/platform-as-a-service-paas) Back to Top 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