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\nPart 3 of 3 part series about security monitoring of your Kubernetes Clusters and CI/CD pipelines by Abhi Singh and Umesh Nagdev, Security GBB
\nLink to Part 1
\nLink to Part 2
","body":"A guide to using Microsoft Sentinel for monitoring the security of your containerized applications and orchestration platforms.
\nPart 3 of 3 part series about security monitoring of your Kubernetes Clusters and CI/CD pipelines by singhabhi and Umesh_Nagdev , Security GBB
\nLink to Part 1
\nLink to Part 2
\n\n
In part 1 and part 2 of this series, we discussed the type of log sources you should consider for monitoring the security of your Kubernetes environment, most pertinent risks (and corresponding use cases) in your AKS environment, and log sources to ingest data. This blog will demonstrate how to configure Microsoft Sentinel to derive identify the risks.
\nMore specifically we will show:
\n\n
Microsoft Defender for Containers is a security solution designed specifically for containerized environments. Microsoft Defender for Containers provides several key capabilities to enhance container security:
\nThere are several alerts https://learn.microsoft.com/en-us/azure/defender-for-cloud/alerts-reference#alerts-for-containers---kubernetes-clusters that you get out of the box.
\n\n
Additionally, you can secure the Kubernetes Control Plane using Azure Policy (https://learn.microsoft.com/en-us/azure/aks/use-azure-policy).
\n\n
This resource https://techcommunity.microsoft.com/t5/microsoft-defender-for-cloud/leveraging-defender-for-containers-to-simplify-policy-management/ba-p/3755757 provides additional background on how Azure Policies work to protect your Kubernetes Control Plane.
\n\n
There are several out of the box policies that can quickly get you started https://learn.microsoft.com/en-us/azure/aks/policy-reference
\n\n
The table below shows a mapping of container risks to MDC alerts and Azure Policies. You will see that with the help of Defender for Containers you will get a great coverage across several risks that we discussed in blog part 2
\n\n
\n # \n | \n\n Kubernetes Risk \n | \n\n Risk Area \n | \n\n MDC Alert(s) \n | \n\n Azure Policy(s) \n | \n
1 | \nDetect unauthorized or suspicious pods running in the cluster. | \nPod Security Monitoring | \nAttempt to create a new Linux namespace from a container detected Anomalous pod deployment (Preview) Anomalous secret access (Preview) Behavior similar to common Linux bots detected (Preview) Command within a container running with high privileges Container running in privileged mode Container with a sensitive volume mount detected | \nKubernetes cluster containers should only pull images when image pull secrets are present Kubernetes cluster containers CPU and memory resource limits should not exceed the specified limits Kubernetes cluster containers should only use allowed capabilities Kubernetes cluster containers should only use allowed images Kubernetes cluster containers should only use allowed pull policy Kubernetes cluster containers should run with a read only root file system Kubernetes cluster pod hostPath volumes should only use allowed host paths Kubernetes cluster pods and containers should only run with approved user and group IDs | \n
2 | \nMonitor for privilege escalation attempts within pods. | \nPod Security Monitoring | \nAttempt to create a new Linux namespace from a container detected Anomalous secret access (Preview) Command within a container running with high privileges Container running in privileged mode Container with a sensitive volume mount detected Detected file download from a known malicious source Excessive role permissions assigned in Kubernetes cluster (Preview) Privileged container detected | \nKubernetes cluster containers should only pull images when image pull secrets are present Kubernetes cluster containers CPU and memory resource limits should not exceed the specified limits Kubernetes cluster containers should only use allowed capabilities Kubernetes cluster containers should only use allowed images Kubernetes cluster containers should only use allowed pull policy Kubernetes cluster containers should run with a read only root file system Kubernetes cluster pod hostPath volumes should only use allowed host paths Kubernetes cluster pods and containers should only run with approved user and group IDs | \n
3 | \nTrack and alert on changes to pod security policies. | \nPod Security Monitoring | \nNone | \nNone | \n
4 | \nIdentify and alert on unexpected network traffic patterns. | \nNetwork Security Monitoring | \nAn uncommon connection attempt detected CoreDNS modification in Kubernetes detected K8S API requests from proxy IP address detected Potential reverse shell detected Potential port forwarding to external IP address Suspicious use of DNS over HTTPS | \nNone | \n
5 | \nMonitor for unauthorized ingress and egress traffic. | \nNetwork Security Monitoring | \nAn uncommon connection attempt detected CoreDNS modification in Kubernetes detected K8S API requests from proxy IP address detected Potential reverse shell detected Potential port forwarding to external IP address Suspicious use of DNS over HTTPS | \nNone | \n
6 | \nDetect and investigate potential denial-of-service (DoS) attacks. | \nNetwork Security Monitoring | \nIndicators associated with DDOS toolkit detected | \nNone | \n
7 | \nScan container images for vulnerabilities before deployment. | \nContainer Image Security | \nNone (Gating when released) Scanning is automatically done as part of ACR | \nRunning container images should have vulnerability findings resolved Running container images should have vulnerability findings resolved (powered by Microsoft Defender Vulnerability Management) | \n
8 | \nMonitor for unauthorized or unsigned images. | \nContainer Image Security | \nNone | \nKubernetes cluster containers should only use allowed images Kubernetes clusters should only use images signed by notation [Preview]: Deploy Image Integrity on Azure Kubernetes Service | \n
9 | \nTrack changes to container image repositories. | \nContainer Image Security | \nNone | \nConfigure container registries to disable anonymous authentication Configure container registries to disable ARM audience token authentication. Configure container registries to disable local admin account. Container registries should be encrypted with a customer-managed key Container registries should have anonymous authentication disabled. | \n
10 | \nMonitor kubelet logs for signs of compromise or unauthorized access. | \nKubelet Activity Monitoring | \nPossible credential access tool detected Abnormal Kubernetes service account operation detected Anomalous secret access (Preview) Creation of admission webhook configuration detected | \nNone | \n
11 | \nDetect abnormal activities related to node management. | \nKubelet Activity Monitoring | \n\"K8S.NODE_\" Alerts | \n[Preview]: Cannot Edit Individual Nodes [Preview]: Kubernetes clusters should restrict creation of given resource type Azure Kubernetes Clusters should enable Container Storage Interface(CSI) Azure Kubernetes Clusters should enable Key Management Service (KMS) Azure Kubernetes Clusters should use Azure CNI Azure Kubernetes Service Clusters should enable node os auto-upgrade Azure Role-Based Access Control (RBAC) should be used on Kubernetes Services Both operating systems and data disks in Azure Kubernetes Service clusters should be encrypted by customer-managed keys Configure Node OS Auto upgrade on Azure Kubernetes Cluster Deploy Azure Policy Add-on to Azure Kubernetes Service clusters Kubernetes cluster containers CPU and memory resource limits should not exceed the specified limits Kubernetes clusters should not allow container privilege escalation Kubernetes clusters should not allow endpoint edit permissions of ClusterRole/system:aggregate-to-edit Kubernetes clusters should not grant CAP_SYS_ADMIN security capabilities Kubernetes clusters should use internal load balancers | \n
12 | \nMonitor Kubernetes API server logs for suspicious activities. | \nAPI Server Security | \n\"K8S_*\" Alerts | \nNone | \n
13 | \nTrack and alert on failed authentication attempts. | \nAPI Server Security | \nAKS clusters should be set up to use Azure AD Authentication https://techcommunity.microsoft.com/t5/fasttrack-for-azure/azure-kubernetes-service-rbac-options-in-practice/ba-p/3684275 | \nAzure Kubernetes Service Clusters should enable Microsoft Entra ID integration | \n
14 | \nDetect unusual API server request patterns. | \nAPI Server Security | \n\"K8S_*\" Alerts | \nNone | \n
15 | \nMonitor changes to RBAC policies and roles. | \nRBAC (Role-Based Access Control) Monitoring | \nRole binding to the cluster-admin role detected AKS clusters should be set up to use Azure AD Authentication https://techcommunity.microsoft.com/t5/fasttrack-for-azure/azure-kubernetes-service-rbac-options-in-practice/ba-p/3684275 | \nAzure Kubernetes Service Clusters should enable Microsoft Entra ID integration | \n
16 | \nDetect and alert on unauthorized access attempts. | \nRBAC (Role-Based Access Control) Monitoring | \nRole binding to the cluster-admin role detected AKS clusters should be set up to use Azure AD Authentication https://techcommunity.microsoft.com/t5/fasttrack-for-azure/azure-kubernetes-service-rbac-options-in-practice/ba-p/3684276 | \nAzure Kubernetes Service Clusters should enable Microsoft Entra ID integration | \n
17 | \nTrack role binding changes and escalations. | \nRBAC (Role-Based Access Control) Monitoring | \nRole binding to the cluster-admin role detected | \nKubernetes clusters should minimize wildcard use in role and cluster role | \n
18 | \nMonitor for unauthorized access to Kubernetes secrets and ConfigMaps. | \nSecrets and ConfigMap Access Monitoring | \nAnomalous secret access (Preview) Process seen accessing the SSH authorized keys file in an unusual way Defender for Key Vault also detects unusual access patterns | \nNone | \n
19 | \nDetect changes to sensitive configuration data. | \nSecrets and ConfigMap Access Monitoring | \nNone Should be using Key Vault for Sensitive Data Defender for Key Vault also detects unusual access patterns | \nNone | \n
20 | \nTrack usage patterns of sensitive information. | \nSecrets and ConfigMap Access Monitoring | \nNone Should be using Key Vault for Sensitive Data Defender for Key Vault also detects unusual access patterns | \nNone | \n
21 | \nEnable and monitor Kubernetes audit logs for cluster-wide activities. | \nAudit Logging | \nA history file has been cleared Kubernetes events deleted Possible Log Tampering Activity Detected | \nDeploy - Configure diagnostic settings for Azure Kubernetes Service to Log Analytics workspace | \n
22 | \nCorrelate audit logs to identify security events and policy violations. | \nAudit Logging | \nDone natively by Defender for Container alerts | \nDeploy - Configure diagnostic settings for Azure Kubernetes Service to Log Analytics workspace | \n
23 | \nRegularly review audit logs for anomalies and potential threats. | \nAudit Logging | \nNot applicable | \nNot applicable | \n
24 | \nEnsure compliance with security standards and policies. | \nCompliance Monitoring | \nDefender for CSPM Regulatory Recommendations | \nNone | \n
25 | \nMonitor for deviations from security best practices. | \nCompliance Monitoring | \nDefender for CSPM Regulatory Recommendations | \nNone | \n
26 | \nGenerate reports on compliance status and potential risks. | \nCompliance Monitoring | \nDefender for CSPM Regulatory Recommendations | \nNone | \n
27 | \nMonitor runtime activities of containers for abnormal behavior. | \nContainer Runtime Security | \n\"K8S_*\" Alerts | \nNone | \n
28 | \nDetect and alert on suspicious system calls within containers. | \nContainer Runtime Security | \n\"K8S_*\" Alerts | \nNone | \n
29 | \nIntegrate with container runtime security tools for enhanced monitoring. | \nContainer Runtime Security | \n\"K8S_*\" Alerts | \nNone | \n
30 | \nDevelop and test incident response plans for Kubernetes security incidents. | \nIncident Response and Forensics | \nNot applicable | \nNot applicable | \n
31 | \nMonitor for indicators of compromise (IoCs) and initiate investigations. | \nIncident Response and Forensics | \nDone natively by Defender for Container alerts | \nNot applicable | \n
32 | \nCollect and analyze forensics data in the event of a security incident | \nIncident Response and Forensics | \nDone natively by Defender for Container alerts | \nNot applicable | \n
\n
There is an out of the box work that you can enable once you deploy the AKS Connector from Content Hub. If you are not familiar with Sentinel workbooks please refer to this resource https://techcommunity.microsoft.com/t5/microsoft-sentinel-blog/azure-sentinel-workbooks-101-with-sample-workbook/ba-p/1409216 to learn about how to enable and leverage workbooks.
\n\n
Let’s do a walkthrough of the AKS Security Workbook
\n\n
As we showcased above, Defender for Cloud provides a great coverage for your container security related risks.
\n\n
The first part would be to understand where you might have some blind spots that is the AKS clusters that are currently not being monitored by Defender for Cloud. The workbook allows you to look at the data across different subscriptions and the coverage table provides insights into where coverage is lacking.
\n\n
Note: The is a drop down for selecting the Time Range so you can see the items like alerts, recommendations etc. for that time period.
\n\n
\n \n | \n
\n
For the given time period as we discussed earlier, you will see the security state of your clusters. This dashboard helps you understand where you have the most exposure across container image repos and clusters.
\n\n
You can also see how alerts have changed over period of time.
\n\n \n | \n
\n
Now that we understand our AKS Cluster coverage and areas of risk exposures, this next section shows you security alerts that exists in your environment. This way you can quickly prioritize where it would make sense to start to close most gaps.
\n\n \n | \n
\n
In this section we will talk about building custom content to search for common use cases.
\nYou would want to understand who is trying to get situational awareness of your AKS environment. This can be an existing user or a script that’s trying to query your cluster.
\n//API Authorization Deny by User, Source IP\n
AKSAudit
| where TimeGenerated > ago (1h)
| extend authorizationDecision = parse_json(Annotations)
| extend user = parse_json(User)
| extend sourceIps = parse_json(SourceIps)
| project TimeGenerated, PodName, Verb, sourceIps[0],user.username, authorizationDecision[\"authorization.k8s.io/decision\"], RequestUri
| order by TimeGenerated asc
\n
A ClusterRole can be used to grant the same permissions as a Role. Because ClusterRoles are cluster-scoped, you can also use them to grant access to:
\nYou should not assign users to cluster roles. The following query shows you the users are aligned to a Cluster Role
\nAKSAudit\n
| where TimeGenerated > ago (1h)
| where RequestObject.kind == \"ClusterRoleBinding\"
| where ResponseObject.subjects[0].name != \"aks-support\"
| project TimeGenerated, PodName, Verb, SourceIP=SourceIps[0],User=ResponseObject.subjects[0].name,ClusterRoleBinding=ResponseObject.metadata.name,ClusterRole=RequestObject.roleRef.name
| order by TimeGenerated asc
\n
Users should not be part of system:masters and system:accounts. Any user who is a member of this group bypasses all RBAC rights checks and will always have unrestricted superuser access, which cannot be revoked by removing RoleBindings or ClusterRoleBindings.
\n//Users part of system:masters or Users that are part of system:accounts\n
AKSAudit
| where TimeGenerated > ago (1h)
| extend authorizationDecision = parse_json(Annotations)
| extend user = parse_json(User)
| extend sourceIps = parse_json(SourceIps)
| where user.groups[0] in (\"system:masters\",\"system:accounts\") or user.groups[1] in (\"system:masters\",\"system:accounts\")
| where user.username !in (\"aksService\",\"system:apiserver\",\"aksProblemDetector\")
| project TimeGenerated, PodName, Verb, SourceIP=sourceIps[0],Username=user.username, AuthorizationDecision=authorizationDecision[\"authorization.k8s.io/decision\"], AuthorizationDecisionReason=authorizationDecision[\"authorization.k8s.io/reason\"], RequestUri
| order by TimeGenerated asc
\n
You would want to know who is part of system:unauthenticated group and remove them where possible, as this gives access to anyone who can contact the API server at a network level.
\n/Bindings of system:unauthenticated and system:anonymous group\n
AKSAudit
| where TimeGenerated > ago (1h)
| where PodName !startswith \"kube-apiserver\"
| extend authorizationDecision = parse_json(Annotations)
| extend user = parse_json(User)
| extend sourceIps = parse_json(SourceIps)
| extend ObjectRef = parse_json(ObjectRef)
| where user.groups[0] in (\"system:unauthenticated\",\"system:anonymous\") or user.groups[1] in (\"system:unauthenticated\",\"system:anonymous\")
| project TimeGenerated, PodName, Verb, Resource=ObjectRef.resource, SourceIP=sourceIps[0],Username=user.username, AuthorizationDecision=authorizationDecision[\"authorization.k8s.io/decision\"], AuthorizationDecisionReason=authorizationDecision[\"authorization.k8s.io/reason\"], RequestUri
| order by TimeGenerated asc
\n
There are not many common use cases where a user is getting Kubernetes secrets.
\n//Users that have executed 'kubectl get secrets'\n
AKSAudit
| where TimeGenerated > ago (1h)
| where Verb == \"get\"
| extend authorizationDecision = parse_json(Annotations)
| extend user = parse_json(User)
| extend sourceIps = parse_json(SourceIps)
| extend ObjectRef = parse_json(ObjectRef)
| where ObjectRef.resource == \"secrets\"
| where user.username !startswith \"system:serviceaccount\"
| project TimeGenerated, PodName, Verb, SourceIP=sourceIps[0],Username=user.username, AuthorizationDecision=authorizationDecision[\"authorization.k8s.io/decision\"], AuthorizationDecisionReason=authorizationDecision[\"authorization.k8s.io/reason\"], RequestUri
| order by TimeGenerated asc
\n
Like we discussed above Cluster Admin roles should be used sparingly. You would want to know who is trying to bind to Cluster Roles
\n//Users that have executed Cluster Role Binding on cluster admin\n
AKSAudit
| where TimeGenerated > ago (1h)
| where Verb == \"create\"
| extend authorizationDecision = parse_json(Annotations)
| extend user = parse_json(User)
| extend sourceIps = parse_json(SourceIps)
| extend ObjectRef = parse_json(ObjectRef)
| where user.username != \"aksService\"
| where ObjectRef.resource startswith \"clusterrole\"
| project TimeGenerated, PodName, Verb, Resource=ObjectRef.resource, SourceIP=sourceIps[0],Username=user.username, AuthorizationDecision=authorizationDecision[\"authorization.k8s.io/decision\"], AuthorizationDecisionReason=authorizationDecision[\"authorization.k8s.io/reason\"], RequestUri
| order by TimeGenerated asc
\n
In Kubernetes, namespaces provides a mechanism for isolating groups of resources within a single cluster. Namespaces are a way to divide cluster resources between multiple users. Kubernetes includes the default namespace so that you can start using your new cluster without first creating a namespace. Unless a namespace is specified when creating a resource Kubernetes assumes the default namespace. As a result users will deploy their resources in Default Namespace and can make potentially malicious changes to running applications in the default namespace.
\nContainerLogV2\n
| where TimeGenerated > ago (1h)
| where LogSource == \"stdout\"
| where PodNamespace == \"default\"
| extend ContainerHostName1 = tostring(LogMessage.hostname)
| join ContainerInventory on $left.ContainerHostName1 == $right.ContainerHostname
| summarize dcount(Image) by ContainerHostname, Repository, Image
| project ContainerHostname, Repository, Image
\n
In this document we showed you:
\nHow to set up Microsoft Sentinel to monitor security risks in Azure Kubernetes Services (AKS) clusters. It also discusses the container security risks and how Microsoft Defender for Cloud addresses them.
\nProvide you a map of 32 container risks and how Microsoft Defender for Cloud alerts and Azure Policies provide a great coverage. It covers the areas of pod security, network security, container image security, kubelet activity, API server security, RBAC monitoring, secrets and ConfigMap access, audit logging, compliance monitoring, container runtime security, and incident response and forensics.
\nShowed you how to configure your environment to monitor AKS. The data connectors to ingest AKS data, setting up the diagnostic settings for the AKS cluster and enabling Container Insights to get the pod level data. Showed you how to enable the AKS Connector from Content Hub, which provides a workbook, hunting queries, and a data connector.
\nWe show how to use the out-of-the-box workbook that comes with the AKS Connector. The workbook helps to understand the AKS cluster coverage, the security state, the security alerts, and the security recommendations. It also provides filters and drill-downs for further analysis.
\nProvide some examples of custom search queries that can be used to mine the log tables for more pressing risks. The queries can help to identify unauthorized or suspicious pods, privilege escalation attempts, changes to pod security policies, unexpected network traffic patterns, unauthorized access to secrets, and more.
\nA guide to using Microsoft Sentinel for monitoring the security of your containerized applications and orchestration platforms.
\nPart 3 of 3 part series about security monitoring of your Kubernetes Clusters and CI/CD pipelines by
Link to Part 1
\nLink to Part 2
\n\n
In part 1 and part 2 of this series, we discussed the type of log sources you should consider for monitoring the security of your Kubernetes environment, most pertinent risks (and corresponding use cases) in your AKS environment, and log sources to ingest data. This blog will demonstrate how to configure Microsoft Sentinel to derive identify the risks.
\nMore specifically we will show:
\n\n
Microsoft Defender for Containers is a security solution designed specifically for containerized environments. Microsoft Defender for Containers provides several key capabilities to enhance container security:
\nThere are several alerts https://learn.microsoft.com/en-us/azure/defender-for-cloud/alerts-reference#alerts-for-containers---kubernetes-clusters that you get out of the box.
\n\n
Additionally, you can secure the Kubernetes Control Plane using Azure Policy (https://learn.microsoft.com/en-us/azure/aks/use-azure-policy).
\n\n
This resource https://techcommunity.microsoft.com/t5/microsoft-defender-for-cloud/leveraging-defender-for-containers-to-simplify-policy-management/ba-p/3755757 provides additional background on how Azure Policies work to protect your Kubernetes Control Plane.
\n\n
There are several out of the box policies that can quickly get you started https://learn.microsoft.com/en-us/azure/aks/policy-reference
\n\n
The table below shows a mapping of container risks to MDC alerts and Azure Policies. You will see that with the help of Defender for Containers you will get a great coverage across several risks that we discussed in blog part 2
\n\n
\n # \n | \n\n Kubernetes Risk \n | \n\n Risk Area \n | \n\n MDC Alert(s) \n | \n\n Azure Policy(s) \n | \n
1 | \nDetect unauthorized or suspicious pods running in the cluster. | \nPod Security Monitoring | \nAttempt to create a new Linux namespace from a container detected Anomalous pod deployment (Preview) Anomalous secret access (Preview) Behavior similar to common Linux bots detected (Preview) Command within a container running with high privileges Container running in privileged mode Container with a sensitive volume mount detected | \nKubernetes cluster containers should only pull images when image pull secrets are present Kubernetes cluster containers CPU and memory resource limits should not exceed the specified limits Kubernetes cluster containers should only use allowed capabilities Kubernetes cluster containers should only use allowed images Kubernetes cluster containers should only use allowed pull policy Kubernetes cluster containers should run with a read only root file system Kubernetes cluster pod hostPath volumes should only use allowed host paths Kubernetes cluster pods and containers should only run with approved user and group IDs | \n
2 | \nMonitor for privilege escalation attempts within pods. | \nPod Security Monitoring | \nAttempt to create a new Linux namespace from a container detected Anomalous secret access (Preview) Command within a container running with high privileges Container running in privileged mode Container with a sensitive volume mount detected Detected file download from a known malicious source Excessive role permissions assigned in Kubernetes cluster (Preview) Privileged container detected | \nKubernetes cluster containers should only pull images when image pull secrets are present Kubernetes cluster containers CPU and memory resource limits should not exceed the specified limits Kubernetes cluster containers should only use allowed capabilities Kubernetes cluster containers should only use allowed images Kubernetes cluster containers should only use allowed pull policy Kubernetes cluster containers should run with a read only root file system Kubernetes cluster pod hostPath volumes should only use allowed host paths Kubernetes cluster pods and containers should only run with approved user and group IDs | \n
3 | \nTrack and alert on changes to pod security policies. | \nPod Security Monitoring | \nNone | \nNone | \n
4 | \nIdentify and alert on unexpected network traffic patterns. | \nNetwork Security Monitoring | \nAn uncommon connection attempt detected CoreDNS modification in Kubernetes detected K8S API requests from proxy IP address detected Potential reverse shell detected Potential port forwarding to external IP address Suspicious use of DNS over HTTPS | \nNone | \n
5 | \nMonitor for unauthorized ingress and egress traffic. | \nNetwork Security Monitoring | \nAn uncommon connection attempt detected CoreDNS modification in Kubernetes detected K8S API requests from proxy IP address detected Potential reverse shell detected Potential port forwarding to external IP address Suspicious use of DNS over HTTPS | \nNone | \n
6 | \nDetect and investigate potential denial-of-service (DoS) attacks. | \nNetwork Security Monitoring | \nIndicators associated with DDOS toolkit detected | \nNone | \n
7 | \nScan container images for vulnerabilities before deployment. | \nContainer Image Security | \nNone (Gating when released) Scanning is automatically done as part of ACR | \nRunning container images should have vulnerability findings resolved Running container images should have vulnerability findings resolved (powered by Microsoft Defender Vulnerability Management) | \n
8 | \nMonitor for unauthorized or unsigned images. | \nContainer Image Security | \nNone | \nKubernetes cluster containers should only use allowed images Kubernetes clusters should only use images signed by notation [Preview]: Deploy Image Integrity on Azure Kubernetes Service | \n
9 | \nTrack changes to container image repositories. | \nContainer Image Security | \nNone | \nConfigure container registries to disable anonymous authentication Configure container registries to disable ARM audience token authentication. Configure container registries to disable local admin account. Container registries should be encrypted with a customer-managed key Container registries should have anonymous authentication disabled. | \n
10 | \nMonitor kubelet logs for signs of compromise or unauthorized access. | \nKubelet Activity Monitoring | \nPossible credential access tool detected Abnormal Kubernetes service account operation detected Anomalous secret access (Preview) Creation of admission webhook configuration detected | \nNone | \n
11 | \nDetect abnormal activities related to node management. | \nKubelet Activity Monitoring | \n\"K8S.NODE_\" Alerts | \n[Preview]: Cannot Edit Individual Nodes [Preview]: Kubernetes clusters should restrict creation of given resource type Azure Kubernetes Clusters should enable Container Storage Interface(CSI) Azure Kubernetes Clusters should enable Key Management Service (KMS) Azure Kubernetes Clusters should use Azure CNI Azure Kubernetes Service Clusters should enable node os auto-upgrade Azure Role-Based Access Control (RBAC) should be used on Kubernetes Services Both operating systems and data disks in Azure Kubernetes Service clusters should be encrypted by customer-managed keys Configure Node OS Auto upgrade on Azure Kubernetes Cluster Deploy Azure Policy Add-on to Azure Kubernetes Service clusters Kubernetes cluster containers CPU and memory resource limits should not exceed the specified limits Kubernetes clusters should not allow container privilege escalation Kubernetes clusters should not allow endpoint edit permissions of ClusterRole/system:aggregate-to-edit Kubernetes clusters should not grant CAP_SYS_ADMIN security capabilities Kubernetes clusters should use internal load balancers | \n
12 | \nMonitor Kubernetes API server logs for suspicious activities. | \nAPI Server Security | \n\"K8S_*\" Alerts | \nNone | \n
13 | \nTrack and alert on failed authentication attempts. | \nAPI Server Security | \nAKS clusters should be set up to use Azure AD Authentication https://techcommunity.microsoft.com/t5/fasttrack-for-azure/azure-kubernetes-service-rbac-options-in-practice/ba-p/3684275 | \nAzure Kubernetes Service Clusters should enable Microsoft Entra ID integration | \n
14 | \nDetect unusual API server request patterns. | \nAPI Server Security | \n\"K8S_*\" Alerts | \nNone | \n
15 | \nMonitor changes to RBAC policies and roles. | \nRBAC (Role-Based Access Control) Monitoring | \nRole binding to the cluster-admin role detected AKS clusters should be set up to use Azure AD Authentication https://techcommunity.microsoft.com/t5/fasttrack-for-azure/azure-kubernetes-service-rbac-options-in-practice/ba-p/3684275 | \nAzure Kubernetes Service Clusters should enable Microsoft Entra ID integration | \n
16 | \nDetect and alert on unauthorized access attempts. | \nRBAC (Role-Based Access Control) Monitoring | \nRole binding to the cluster-admin role detected AKS clusters should be set up to use Azure AD Authentication https://techcommunity.microsoft.com/t5/fasttrack-for-azure/azure-kubernetes-service-rbac-options-in-practice/ba-p/3684276 | \nAzure Kubernetes Service Clusters should enable Microsoft Entra ID integration | \n
17 | \nTrack role binding changes and escalations. | \nRBAC (Role-Based Access Control) Monitoring | \nRole binding to the cluster-admin role detected | \nKubernetes clusters should minimize wildcard use in role and cluster role | \n
18 | \nMonitor for unauthorized access to Kubernetes secrets and ConfigMaps. | \nSecrets and ConfigMap Access Monitoring | \nAnomalous secret access (Preview) Process seen accessing the SSH authorized keys file in an unusual way Defender for Key Vault also detects unusual access patterns | \nNone | \n
19 | \nDetect changes to sensitive configuration data. | \nSecrets and ConfigMap Access Monitoring | \nNone Should be using Key Vault for Sensitive Data Defender for Key Vault also detects unusual access patterns | \nNone | \n
20 | \nTrack usage patterns of sensitive information. | \nSecrets and ConfigMap Access Monitoring | \nNone Should be using Key Vault for Sensitive Data Defender for Key Vault also detects unusual access patterns | \nNone | \n
21 | \nEnable and monitor Kubernetes audit logs for cluster-wide activities. | \nAudit Logging | \nA history file has been cleared Kubernetes events deleted Possible Log Tampering Activity Detected | \nDeploy - Configure diagnostic settings for Azure Kubernetes Service to Log Analytics workspace | \n
22 | \nCorrelate audit logs to identify security events and policy violations. | \nAudit Logging | \nDone natively by Defender for Container alerts | \nDeploy - Configure diagnostic settings for Azure Kubernetes Service to Log Analytics workspace | \n
23 | \nRegularly review audit logs for anomalies and potential threats. | \nAudit Logging | \nNot applicable | \nNot applicable | \n
24 | \nEnsure compliance with security standards and policies. | \nCompliance Monitoring | \nDefender for CSPM Regulatory Recommendations | \nNone | \n
25 | \nMonitor for deviations from security best practices. | \nCompliance Monitoring | \nDefender for CSPM Regulatory Recommendations | \nNone | \n
26 | \nGenerate reports on compliance status and potential risks. | \nCompliance Monitoring | \nDefender for CSPM Regulatory Recommendations | \nNone | \n
27 | \nMonitor runtime activities of containers for abnormal behavior. | \nContainer Runtime Security | \n\"K8S_*\" Alerts | \nNone | \n
28 | \nDetect and alert on suspicious system calls within containers. | \nContainer Runtime Security | \n\"K8S_*\" Alerts | \nNone | \n
29 | \nIntegrate with container runtime security tools for enhanced monitoring. | \nContainer Runtime Security | \n\"K8S_*\" Alerts | \nNone | \n
30 | \nDevelop and test incident response plans for Kubernetes security incidents. | \nIncident Response and Forensics | \nNot applicable | \nNot applicable | \n
31 | \nMonitor for indicators of compromise (IoCs) and initiate investigations. | \nIncident Response and Forensics | \nDone natively by Defender for Container alerts | \nNot applicable | \n
32 | \nCollect and analyze forensics data in the event of a security incident | \nIncident Response and Forensics | \nDone natively by Defender for Container alerts | \nNot applicable | \n
\n
There is an out of the box work that you can enable once you deploy the AKS Connector from Content Hub. If you are not familiar with Sentinel workbooks please refer to this resource https://techcommunity.microsoft.com/t5/microsoft-sentinel-blog/azure-sentinel-workbooks-101-with-sample-workbook/ba-p/1409216 to learn about how to enable and leverage workbooks.
\n\n
Let’s do a walkthrough of the AKS Security Workbook
\n\n
As we showcased above, Defender for Cloud provides a great coverage for your container security related risks.
\n\n
The first part would be to understand where you might have some blind spots that is the AKS clusters that are currently not being monitored by Defender for Cloud. The workbook allows you to look at the data across different subscriptions and the coverage table provides insights into where coverage is lacking.
\n\n
Note: The is a drop down for selecting the Time Range so you can see the items like alerts, recommendations etc. for that time period.
\n\n
\n | \n
\n
For the given time period as we discussed earlier, you will see the security state of your clusters. This dashboard helps you understand where you have the most exposure across container image repos and clusters.
\n\n
You can also see how alerts have changed over period of time.
\n\n | \n
\n
Now that we understand our AKS Cluster coverage and areas of risk exposures, this next section shows you security alerts that exists in your environment. This way you can quickly prioritize where it would make sense to start to close most gaps.
\n\n | \n
\n
In this section we will talk about building custom content to search for common use cases.
\nYou would want to understand who is trying to get situational awareness of your AKS environment. This can be an existing user or a script that’s trying to query your cluster.
\n//API Authorization Deny by User, Source IP\n
AKSAudit
| where TimeGenerated > ago (1h)
| extend authorizationDecision = parse_json(Annotations)
| extend user = parse_json(User)
| extend sourceIps = parse_json(SourceIps)
| project TimeGenerated, PodName, Verb, sourceIps[0],user.username, authorizationDecision[\"authorization.k8s.io/decision\"], RequestUri
| order by TimeGenerated asc
\n
A ClusterRole can be used to grant the same permissions as a Role. Because ClusterRoles are cluster-scoped, you can also use them to grant access to:
\nYou should not assign users to cluster roles. The following query shows you the users are aligned to a Cluster Role
\nAKSAudit\n
| where TimeGenerated > ago (1h)
| where RequestObject.kind == \"ClusterRoleBinding\"
| where ResponseObject.subjects[0].name != \"aks-support\"
| project TimeGenerated, PodName, Verb, SourceIP=SourceIps[0],User=ResponseObject.subjects[0].name,ClusterRoleBinding=ResponseObject.metadata.name,ClusterRole=RequestObject.roleRef.name
| order by TimeGenerated asc
\n
Users should not be part of system:masters and system:accounts. Any user who is a member of this group bypasses all RBAC rights checks and will always have unrestricted superuser access, which cannot be revoked by removing RoleBindings or ClusterRoleBindings.
\n//Users part of system:masters or Users that are part of system:accounts\n
AKSAudit
| where TimeGenerated > ago (1h)
| extend authorizationDecision = parse_json(Annotations)
| extend user = parse_json(User)
| extend sourceIps = parse_json(SourceIps)
| where user.groups[0] in (\"system:masters\",\"system:accounts\") or user.groups[1] in (\"system:masters\",\"system:accounts\")
| where user.username !in (\"aksService\",\"system:apiserver\",\"aksProblemDetector\")
| project TimeGenerated, PodName, Verb, SourceIP=sourceIps[0],Username=user.username, AuthorizationDecision=authorizationDecision[\"authorization.k8s.io/decision\"], AuthorizationDecisionReason=authorizationDecision[\"authorization.k8s.io/reason\"], RequestUri
| order by TimeGenerated asc
\n
You would want to know who is part of system:unauthenticated group and remove them where possible, as this gives access to anyone who can contact the API server at a network level.
\n/Bindings of system:unauthenticated and system:anonymous group\n
AKSAudit
| where TimeGenerated > ago (1h)
| where PodName !startswith \"kube-apiserver\"
| extend authorizationDecision = parse_json(Annotations)
| extend user = parse_json(User)
| extend sourceIps = parse_json(SourceIps)
| extend ObjectRef = parse_json(ObjectRef)
| where user.groups[0] in (\"system:unauthenticated\",\"system:anonymous\") or user.groups[1] in (\"system:unauthenticated\",\"system:anonymous\")
| project TimeGenerated, PodName, Verb, Resource=ObjectRef.resource, SourceIP=sourceIps[0],Username=user.username, AuthorizationDecision=authorizationDecision[\"authorization.k8s.io/decision\"], AuthorizationDecisionReason=authorizationDecision[\"authorization.k8s.io/reason\"], RequestUri
| order by TimeGenerated asc
\n
There are not many common use cases where a user is getting Kubernetes secrets.
\n//Users that have executed 'kubectl get secrets'\n
AKSAudit
| where TimeGenerated > ago (1h)
| where Verb == \"get\"
| extend authorizationDecision = parse_json(Annotations)
| extend user = parse_json(User)
| extend sourceIps = parse_json(SourceIps)
| extend ObjectRef = parse_json(ObjectRef)
| where ObjectRef.resource == \"secrets\"
| where user.username !startswith \"system:serviceaccount\"
| project TimeGenerated, PodName, Verb, SourceIP=sourceIps[0],Username=user.username, AuthorizationDecision=authorizationDecision[\"authorization.k8s.io/decision\"], AuthorizationDecisionReason=authorizationDecision[\"authorization.k8s.io/reason\"], RequestUri
| order by TimeGenerated asc
\n
Like we discussed above Cluster Admin roles should be used sparingly. You would want to know who is trying to bind to Cluster Roles
\n//Users that have executed Cluster Role Binding on cluster admin\n
AKSAudit
| where TimeGenerated > ago (1h)
| where Verb == \"create\"
| extend authorizationDecision = parse_json(Annotations)
| extend user = parse_json(User)
| extend sourceIps = parse_json(SourceIps)
| extend ObjectRef = parse_json(ObjectRef)
| where user.username != \"aksService\"
| where ObjectRef.resource startswith \"clusterrole\"
| project TimeGenerated, PodName, Verb, Resource=ObjectRef.resource, SourceIP=sourceIps[0],Username=user.username, AuthorizationDecision=authorizationDecision[\"authorization.k8s.io/decision\"], AuthorizationDecisionReason=authorizationDecision[\"authorization.k8s.io/reason\"], RequestUri
| order by TimeGenerated asc
\n
In Kubernetes, namespaces provides a mechanism for isolating groups of resources within a single cluster. Namespaces are a way to divide cluster resources between multiple users. Kubernetes includes the default namespace so that you can start using your new cluster without first creating a namespace. Unless a namespace is specified when creating a resource Kubernetes assumes the default namespace. As a result users will deploy their resources in Default Namespace and can make potentially malicious changes to running applications in the default namespace.
\nContainerLogV2\n
| where TimeGenerated > ago (1h)
| where LogSource == \"stdout\"
| where PodNamespace == \"default\"
| extend ContainerHostName1 = tostring(LogMessage.hostname)
| join ContainerInventory on $left.ContainerHostName1 == $right.ContainerHostname
| summarize dcount(Image) by ContainerHostname, Repository, Image
| project ContainerHostname, Repository, Image
\n
In this document we showed you:
\nHow to set up Microsoft Sentinel to monitor security risks in Azure Kubernetes Services (AKS) clusters. It also discusses the container security risks and how Microsoft Defender for Cloud addresses them.
\nProvide you a map of 32 container risks and how Microsoft Defender for Cloud alerts and Azure Policies provide a great coverage. It covers the areas of pod security, network security, container image security, kubelet activity, API server security, RBAC monitoring, secrets and ConfigMap access, audit logging, compliance monitoring, container runtime security, and incident response and forensics.
\nShowed you how to configure your environment to monitor AKS. The data connectors to ingest AKS data, setting up the diagnostic settings for the AKS cluster and enabling Container Insights to get the pod level data. Showed you how to enable the AKS Connector from Content Hub, which provides a workbook, hunting queries, and a data connector.
\nWe show how to use the out-of-the-box workbook that comes with the AKS Connector. The workbook helps to understand the AKS cluster coverage, the security state, the security alerts, and the security recommendations. It also provides filters and drill-downs for further analysis.
\nProvide some examples of custom search queries that can be used to mine the log tables for more pressing risks. The queries can help to identify unauthorized or suspicious pods, privilege escalation attempts, changes to pod security policies, unexpected network traffic patterns, unauthorized access to secrets, and more.
\nA guide to using Microsoft Sentinel for monitoring the security of your containerized applications and orchestration platforms.
\nPart 3 of 3 part series about security monitoring of your Kubernetes Clusters and CI/CD pipelines by Abhi Singh and Umesh Nagdev, Security GBB
\nLink to Part 1
\nLink to Part 2
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