Detect real-time malicious behavior in Kubernetes clusters

Learn why CISOs at the fastest growing companies choose Wiz to secure their Kubernetes workloads.

Kubernetes DevSecOps

In this blog post, we’ll discuss the need for DevSecOps in Kubernetes environments. We'll walk through the reasons behind this approach, the unique challenges of orchestrated platforms, and the Kubernetes security layers that matter most.

Wiz Experts Team
9 minute read

In Kubernetes environments, DevSecOps plays an essential role: Clusters are dynamic, workloads are constantly shifting, and manual security reviews can't keep up. Automating security checks, enforcing policies at every stage, and continuously monitoring for threats are crucial to securing Kubernetes-native applications.

In this blog post, we’ll discuss the need for DevSecOps in Kubernetes environments. We'll walk through the reasons behind this approach, the unique challenges of orchestrated platforms, and the Kubernetes security layers that matter most. We'll also look at the tools that simplify scanning, policy enforcement, and runtime security.

Challenges in securing Kubernetes

Kubernetes lets you spin up services on demand, balance traffic, and keep apps resilient. But this convenience brings a few security headaches that can't be ignored. When containers are frequently created and destroyed, you have to track every piece of code, configuration, and resource that moves around. 

Remember: Attackers aren't standing still, either. They recognize the complexity of container platforms and often seek out the weak links hidden in deployments. Recognizing these weak links helps you prevent incidents before they spiral:

  • Misconfigurations: Overly permissive RBAC or weak network policies give attackers a foothold. Sometimes, teams trust default cluster settings without verifying, but enforcing Kubernetes security best practices with targeted rules and Kubernetes admission controllers that block dangerous deployments is the only way to keep clusters safe.Kubernetes misconfigurations are a major attack vector. A 2023 Red Hat State of Kubernetes Security Report found that over 50% of Kubernetes security incidents stemmed from misconfigurations—many of which could have been prevented with proper policy enforcement.

    • Overly permissive RBAC (Role-Based Access Control): Attackers exploit weak role assignments (e.g., using "ClusterRoleBinding" with admin privileges) to escalate access.

    • Default service accounts with excessive permissions: Kubernetes assigns default service accounts to pods, which, if misconfigured, can access the cluster’s control plane.

    • Network policy gaps: If namespaces lack network policies, attackers can move laterally between pods, escalating an initial foothold into a full cluster breach.

Solution: Kubernetes admission controllers (Kyverno, OPA/Gatekeeper) block misconfigurations before deployment. Tools like Wiz help visualize RBAC misconfigurations across the cluster.

  • Supply chain vulnerabilities: Open-source libraries and external modules can hide nasty surprises. Without scanning or verifying container images from third-party sources, you risk pulling in malicious code. Digital signatures and checksums help ensure integrity.

  • Runtime security threats: Even the most pristine builds can be vulnerable to runtime exploits. Always be vigilant! Attackers might escape containers, escalate privileges, or install crypto miners. Watch for odd process behaviors or suspicious network traffic through runtime security detection tools.

  • Lack of visibility: Logs and events can be scattered across clusters and clouds. Without a unified view, attackers can slip through. The solution? Centralize your metrics, alerts, and logs to catch lateral movement and spot anomalies early.

Why DevSecOps is critical for Kubernetes

As we’ve seen, Kubernetes's flexibility accelerates deployments but expands your attack surface. DevSecOps tackles these gaps by integrating security measures from code commit to production rollout, ensuring security isn't an afterthought. Instead of reacting to issues late in the process, you embed security checks directly into your CI/CD pipeline, catching vulnerabilities early rather than scrambling to fix them at the last minute. 

These are the three main reasons that DevSecOps is critical for Kubernetes: 

  • The dynamic nature of Kubernetes: As we mentioned, this environment can scale containers up or down in seconds, which is great for performance but challenging for security. For ephemeral workloads, automated scans and consistent logging across clouds are essential.

  • The need for shift-left security: Shift-left security focuses on catching vulnerabilities before deployment, while runtime security monitors live workloads. Here’s how they complement each other in Kubernetes DevSecOps:

    • Shift-left security (early pipeline checks):

      • Static analysis of container images & IaC: Scan Dockerfiles, Helm charts, and Kubernetes manifests before deployment.

      • Supply chain security: Sign container images and verify sources to prevent tampering (e.g., using Cosign, Sigstore).

      • Policy enforcement: Apply Open Policy Agent (OPA) rules at deployment time to reject insecure configurations.

    • Runtime security (post-deployment threat detection):

      • Process anomaly detection: Identify cryptojacking, privilege escalation, or container escapes (e.g., using Falco).

      • Network traffic analysis: Detect lateral movement inside clusters with AI-driven pattern recognition.

      • Behavior-based alerting: Monitor runtime deviations from normal activity and generate security insights (e.g., Wiz).

Both are essential for Kubernetes security. Shift-left security reduces initial risks, while runtime security protects against evolving threats.

  • Cost and risk mitigation: Fixing a flaw in production is far pricier and more embarrassing than catching it early. DevSecOps reduces the odds of a significant breach by systematically checking configurations, packages, and runtime behavior. It helps you control damage while protecting workloads that might hold sensitive data.

Principles of DevSecOps for Kubernetes

Four major principles guide DevSecOps in Kubernetes environments:

  • Collaboration: Development, operations, and security teams share responsibilities. When they work together on policies and incorporate them into daily routines, it prevents the "throw it over the wall" attitude and ensures security is at the forefront of everything you do.

  • Automated security checks: We all know that manual reviews can't keep pace with container lifecycles. By automating scans for code, builds, and resource definitions, you can catch vulnerabilities quickly. Better yet? Kubernetes admission controllers can block deployments that violate critical rules.

  • Security as code: Storing security policies in version control ensures consistency and traceability. Solutions like OPA and Gatekeeper help enforce these policies by validating Kubernetes manifests before they are deployed, reducing the risk of misconfigurations. By treating policies like code, you can document your security stance, apply changes consistently, and keep everyone informed of updates.

  • Continuous monitoring and feedback: Even perfect code can encounter new exploits. Ongoing monitoring of runtime security events lets you detect breaches and patch vulnerabilities in close to real time. Time is of the essence: Alerting developers immediately shortens response times and prevents spread.

Types of tools for Kubernetes DevSecOps

Implementing DevSecOps usually means choosing a mix of tools that handle scanning, policy enforcement, and threat detection. Below are some categories worth exploring in a cloud native application security stack:

Image scanning tools

One of the earliest steps is scanning container images for known issues. Trivy, Clair, and Grype compare packages against vulnerability databases. Frequent scans catch newly disclosed bugs so you can patch or replace images before deploying.

ToolKey featuresUse case
TrivyFast scanning, SBOM outputEarly pipeline checks, local testing
ClairRegistry integration, multi-stage scanningStaging and production continuous scans
GrypeDetailed vulnerability analysisCI jobs that fail builds on critical CVEs

Configuration validation tools

Kubeconform or Polaris parse Kubernetes manifests to ensure fields are correct and meet recommended specifications. This stops simple mistakes from slipping through. You can also enforce Kubernetes security layers like strict securityContext settings, ensuring containers don't run as root or have unnecessary privileges.

Runtime security platforms

Attackers are always on the hunt for new flaws to exploit at runtime. A security platform can detect suspicious processes, privilege escalations, or cryptojacking attempts. Some solutions isolate infected containers automatically, preventing an attack from spreading across the cluster. (More on this soon!)

Policy enforcement and compliance tools

Policy enforcement tools like Kyverno and OPA/Gatekeeper ensure Kubernetes security best practices are followed across clusters.

  • Kyverno: Built specifically for Kubernetes, Kyverno allows teams to write security policies as Kubernetes CRDs. It’s widely used for RBAC governance, container hardening, and compliance enforcement (e.g., PCI DSS, HIPAA).

  • OPA/Gatekeeper: OPA (Open Policy Agent) provides flexible, code-based policy control over Kubernetes resources. Gatekeeper extends OPA by validating Kubernetes configurations pre-deployment.

Example Use Cases:

  • Prevent containers from running as root: Enforce securityContext.runAsNonRoot: true.

  • Restrict privilege escalation: Block allowPrivilegeEscalation: true.

  • Ensure compliance with CIS Kubernetes benchmarks: Require image signing and controlled RBAC policies.

Threat detection and intelligence

Kubernetes security isn’t just about blocking vulnerabilities before deployment—it’s also about detecting emerging threats in real time. Threat actors increasingly target Kubernetes clusters with cryptojacking, data exfiltration, and malware injection tactics.

  • Cryptojacking in Kubernetes: Attackers hijack Kubernetes workloads to mine cryptocurrency, often by exploiting unprotected API servers or injecting malicious images.

  • Lateral movement detection: AI-driven threat intelligence tools analyze network flows, pod interactions, and anomalous API requests to detect internal cluster compromises.

  • Kubernetes threat feeds & ML-based detection: Some tools use machine learning to identify threats from public and private threat intelligence databases.

Wiz: A leading platform for securing Kubernetes environments

Wiz provides a holistic approach to securing Kubernetes. It's designed to watch your clusters from the inside out, scan code and images, and run workloads without piling on extra complexity. By focusing on container scanning, misconfiguration checks, and real-time runtime security, Wiz can act as a single source of truth for your cluster's security posture.

You can integrate Wiz into your CI/CD pipeline, run it against your container images, and connect it to various cloud platforms. This allows you to catch vulnerabilities early, detect misconfigurations, and enforce rules that prevent developers from pushing untrusted code. That means you're getting comprehensive scanning coverage from the build stage all the way to production, ensuring a more secure deployment pipeline.

Here are some of Wiz’s key DevSecOp features:

Real-time visibility into vulnerabilities and misconfigurations

Wiz continuously scans running workloads for known flaws. It also checks cluster configurations to spot exposed services, missing network policies, or too-permissive RBAC. This real-time picture helps you fix issues sooner rather than later.

End-to-end security for the CI/CD pipeline and runtime

Integrated directly into the pipeline, Wiz monitors container images as they're built, tested, and deployed. It flags outdated libraries or known CVEs and then provides alerts if anything suspicious surfaces after launch. This consistency makes sure that the same rules apply everywhere.

Automated policy enforcement for Kubernetes security best practices

Wiz applies default policies or custom rules that reflect how you want to secure clusters. You can define guidelines for container privileges, resource quotas, or mandatory labels. Wiz can block deployments that don't pass these checks, preventing misconfigurations from going live.

Figure 1: Rule-based analysis for Kubernetes with Wiz

Additional security enhancements with Wiz

Wiz doesn't stop at basic vulnerability scanning. It digs into activity patterns, compares them against typical workloads, and flags anomalies for deeper inspection. You can review these findings in a unified dashboard, linking each alert to specific containers, namespaces, or nodes. This context helps you pinpoint issues quickly.

Figure 2: Kubernetes cluster overview with Wiz

The platform also helps with cluster-wide inventory, letting you see exactly how many nodes are running, which container images are active, and whether your pods have any suspicious configurations. If anything looks off, you can use Wiz to trigger automated workflows, such as quarantining a pod or notifying a specific Slack channel for immediate human review.

Wiz can integrate with various ticketing systems, too. That way, you can create tasks for developers or security teams when a vulnerability or misconfiguration is found. Because it centralizes these insights, you won't waste time searching through separate logs or scanning portals. This single-pane-of-glass approach empowers you to prioritize urgent issues and streamline your response strategies.

Figure 3: Remediation steps for security incidents with Wiz

By layering Wiz on top of existing Kubernetes security layers, you create a strong defensive posture. You’ll still rely on standard controls like Kubernetes admission controllers, policy frameworks, and runtime security platforms, but Wiz provides added intelligence and automation. It helps you unify data from multiple sources, track vulnerabilities across the pipeline, and maintain a high level of visibility.

Conclusion

Kubernetes security requires a proactive approach, and DevSecOps provides the framework to stay ahead of threats. Throughout this post, we’ve explored why integrating security into every phase of development is essential. To recap:

  • Kubernetes clusters are highly dynamic, making ongoing security a necessity, not an afterthought.

  • Embedding security checks into the CI/CD pipeline helps catch vulnerabilities before they reach production.

  • Scanning container images at every stage ensures that vulnerabilities and misconfigurations don’t slip through.

  • Using Kubernetes admission controllers prevents insecure configurations from being deployed.

  • Addressing ephemeral container risks and securing the software supply chain mitigates evolving attack vectors.

By fostering a culture where development, operations, and security teams collaborate, you can create a process that catches vulnerabilities early, monitors runtime security events continuously, and fixes issues before they become major incidents. The bottom line? You stand a much better chance of keeping your apps secure when you commit to a DevSecOps mindset.

We encourage you to assess how DevSecOps can fit into your Kubernetes environment. The shift might initially feel like a significant change, but the potential payoff in saved time, fewer emergencies, and better collaboration is substantial. 

Tools like Wiz add an extra dimension by providing automated checks that cover Kubernetes security layers comprehensively. Wiz reduces guesswork, speeds up detection, and gives you practical ways to enforce Kubernetes security best practices. If you pair that with the proper scanning and policy frameworks, you can tackle the persistent challenges of modern container orchestration.

Aiming to lock down your clusters? Schedule a demo of Wiz today, and see firsthand how it can guide you toward safer, more predictable deployments!

Detect real-time malicious behavior in Kubernetes clusters

Learn why CISOs at the fastest growing companies choose Wiz to secure their Kubernetes workloads.

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