Make k8s-audit rules and main rules compatible (#464)

Add k8s audit rules to falco's config so they are read by default.

Rename some generic macros like modify, create, delete in the k8s audit
rules so they don't overlap with macros in the main rules file.
This commit is contained in:
Mark Stemm 2018-11-09 12:56:05 -08:00 committed by GitHub
parent c6169e1aaa
commit cd53c58808
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2 changed files with 33 additions and 32 deletions

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@ -31,6 +31,7 @@
rules_file: rules_file:
- /etc/falco/falco_rules.yaml - /etc/falco/falco_rules.yaml
- /etc/falco/falco_rules.local.yaml - /etc/falco/falco_rules.local.yaml
- /etc/falco/k8s_audit_rules.yaml
- /etc/falco/rules.d - /etc/falco/rules.d
# Whether to output events in json or text # Whether to output events in json or text

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@ -38,13 +38,13 @@
- macro: response_successful - macro: response_successful
condition: (ka.response.code startswith 2) condition: (ka.response.code startswith 2)
- macro: create - macro: kcreate
condition: ka.verb=create condition: ka.verb=create
- macro: modify - macro: kmodify
condition: (ka.verb in (create,update,patch)) condition: (ka.verb in (create,update,patch))
- macro: delete - macro: kdelete
condition: ka.verb=delete condition: ka.verb=delete
- macro: pod - macro: pod
@ -83,7 +83,7 @@
- rule: Create Disallowed Pod - rule: Create Disallowed Pod
desc: > desc: >
Detect an attempt to start a pod with a container image outside of a list of allowed images. Detect an attempt to start a pod with a container image outside of a list of allowed images.
condition: kevt and pod and create and not allowed_k8s_containers condition: kevt and pod and kcreate and not allowed_k8s_containers
output: Pod started with container not in allowed list (user=%ka.user.name pod=%ka.resp.name ns=%ka.target.namespace image=%ka.req.container.image) output: Pod started with container not in allowed list (user=%ka.user.name pod=%ka.resp.name ns=%ka.target.namespace image=%ka.req.container.image)
priority: WARNING priority: WARNING
source: k8s_audit source: k8s_audit
@ -107,7 +107,7 @@
- rule: Create Privileged Pod - rule: Create Privileged Pod
desc: > desc: >
Detect an attempt to start a pod with a privileged container Detect an attempt to start a pod with a privileged container
condition: kevt and pod and create and ka.req.container.privileged=true and not ka.req.container.image.repository in (trusted_k8s_containers) condition: kevt and pod and kcreate and ka.req.container.privileged=true and not ka.req.container.image.repository in (trusted_k8s_containers)
output: Pod started with privileged container (user=%ka.user.name pod=%ka.resp.name ns=%ka.target.namespace image=%ka.req.container.image) output: Pod started with privileged container (user=%ka.user.name pod=%ka.resp.name ns=%ka.target.namespace image=%ka.req.container.image)
priority: WARNING priority: WARNING
source: k8s_audit source: k8s_audit
@ -125,7 +125,7 @@
desc: > desc: >
Detect an attempt to start a pod with a volume from a sensitive host directory (i.e. /proc). Detect an attempt to start a pod with a volume from a sensitive host directory (i.e. /proc).
Exceptions are made for known trusted images. Exceptions are made for known trusted images.
condition: kevt and pod and create and sensitive_vol_mount and not ka.req.container.image.repository in (trusted_k8s_containers) condition: kevt and pod and kcreate and sensitive_vol_mount and not ka.req.container.image.repository in (trusted_k8s_containers)
output: Pod started with sensitive mount (user=%ka.user.name pod=%ka.resp.name ns=%ka.target.namespace image=%ka.req.container.image mounts=%jevt.value[/requestObject/spec/volumes]) output: Pod started with sensitive mount (user=%ka.user.name pod=%ka.resp.name ns=%ka.target.namespace image=%ka.req.container.image mounts=%jevt.value[/requestObject/spec/volumes])
priority: WARNING priority: WARNING
source: k8s_audit source: k8s_audit
@ -134,7 +134,7 @@
# Corresponds to K8s CIS Benchmark 1.7.4 # Corresponds to K8s CIS Benchmark 1.7.4
- rule: Create HostNetwork Pod - rule: Create HostNetwork Pod
desc: Detect an attempt to start a pod using the host network. desc: Detect an attempt to start a pod using the host network.
condition: kevt and pod and create and ka.req.container.host_network=true and not ka.req.container.image.repository in (trusted_k8s_containers) condition: kevt and pod and kcreate and ka.req.container.host_network=true and not ka.req.container.image.repository in (trusted_k8s_containers)
output: Pod started using host network (user=%ka.user.name pod=%ka.resp.name ns=%ka.target.namespace image=%ka.req.container.image) output: Pod started using host network (user=%ka.user.name pod=%ka.resp.name ns=%ka.target.namespace image=%ka.req.container.image)
priority: WARNING priority: WARNING
source: k8s_audit source: k8s_audit
@ -143,7 +143,7 @@
- rule: Create NodePort Service - rule: Create NodePort Service
desc: > desc: >
Detect an attempt to start a service with a NodePort service type Detect an attempt to start a service with a NodePort service type
condition: kevt and service and create and ka.req.service.type=NodePort condition: kevt and service and kcreate and ka.req.service.type=NodePort
output: NodePort Service Created (user=%ka.user.name service=%ka.target.name ns=%ka.target.namespace ports=%ka.req.service.ports) output: NodePort Service Created (user=%ka.user.name service=%ka.target.name ns=%ka.target.namespace ports=%ka.req.service.ports)
priority: WARNING priority: WARNING
source: k8s_audit source: k8s_audit
@ -161,7 +161,7 @@
- rule: Create/Modify Configmap With Private Credentials - rule: Create/Modify Configmap With Private Credentials
desc: > desc: >
Detect creating/modifying a configmap containing a private credential (aws key, password, etc.) Detect creating/modifying a configmap containing a private credential (aws key, password, etc.)
condition: kevt and configmap and modify and contains_private_credentials condition: kevt and configmap and kmodify and contains_private_credentials
output: K8s configmap with private credential (user=%ka.user.name verb=%ka.verb configmap=%ka.req.configmap.name config=%ka.req.configmap.obj) output: K8s configmap with private credential (user=%ka.user.name verb=%ka.verb configmap=%ka.req.configmap.name config=%ka.req.configmap.obj)
priority: WARNING priority: WARNING
source: k8s_audit source: k8s_audit
@ -189,7 +189,7 @@
- rule: Attach/Exec Pod - rule: Attach/Exec Pod
desc: > desc: >
Detect any attempt to attach/exec to a pod Detect any attempt to attach/exec to a pod
condition: kevt_started and pod_subresource and create and ka.target.subresource in (exec,attach) condition: kevt_started and pod_subresource and kcreate and ka.target.subresource in (exec,attach)
output: Attach/Exec to pod (user=%ka.user.name pod=%ka.target.name ns=%ka.target.namespace action=%ka.target.subresource command=%ka.uri.param[command]) output: Attach/Exec to pod (user=%ka.user.name pod=%ka.target.name ns=%ka.target.namespace action=%ka.target.subresource command=%ka.uri.param[command])
priority: NOTICE priority: NOTICE
source: k8s_audit source: k8s_audit
@ -201,7 +201,7 @@
- rule: Create Disallowed Namespace - rule: Create Disallowed Namespace
desc: Detect any attempt to create a namespace outside of a set of known namespaces desc: Detect any attempt to create a namespace outside of a set of known namespaces
condition: kevt and namespace and create and not ka.target.name in (allowed_namespaces) condition: kevt and namespace and kcreate and not ka.target.name in (allowed_namespaces)
output: Disallowed namespace created (user=%ka.user.name ns=%ka.target.name) output: Disallowed namespace created (user=%ka.user.name ns=%ka.target.name)
priority: WARNING priority: WARNING
source: k8s_audit source: k8s_audit
@ -210,7 +210,7 @@
# Detect any new pod created in the kube-system namespace # Detect any new pod created in the kube-system namespace
- rule: Pod Created in Kube Namespace - rule: Pod Created in Kube Namespace
desc: Detect any attempt to create a pod in the kube-system or kube-public namespaces desc: Detect any attempt to create a pod in the kube-system or kube-public namespaces
condition: kevt and pod and create and ka.target.namespace in (kube-system, kube-public) condition: kevt and pod and kcreate and ka.target.namespace in (kube-system, kube-public)
output: Pod created in kube namespace (user=%ka.user.name pod=%ka.resp.name ns=%ka.target.namespace image=%ka.req.container.image) output: Pod created in kube namespace (user=%ka.user.name pod=%ka.resp.name ns=%ka.target.namespace image=%ka.req.container.image)
priority: WARNING priority: WARNING
source: k8s_audit source: k8s_audit
@ -219,7 +219,7 @@
# Detect creating a service account in the kube-system/kube-public namespace # Detect creating a service account in the kube-system/kube-public namespace
- rule: Service Account Created in Kube Namespace - rule: Service Account Created in Kube Namespace
desc: Detect any attempt to create a serviceaccount in the kube-system or kube-public namespaces desc: Detect any attempt to create a serviceaccount in the kube-system or kube-public namespaces
condition: kevt and serviceaccount and create and ka.target.namespace in (kube-system, kube-public) condition: kevt and serviceaccount and kcreate and ka.target.namespace in (kube-system, kube-public)
output: Service account created in kube namespace (user=%ka.user.name serviceaccount=%ka.target.name ns=%ka.target.namespace) output: Service account created in kube namespace (user=%ka.user.name serviceaccount=%ka.target.name ns=%ka.target.namespace)
priority: WARNING priority: WARNING
source: k8s_audit source: k8s_audit
@ -230,7 +230,7 @@
# normal operation. # normal operation.
- rule: System ClusterRole Modified/Deleted - rule: System ClusterRole Modified/Deleted
desc: Detect any attempt to modify/delete a ClusterRole/Role starting with system desc: Detect any attempt to modify/delete a ClusterRole/Role starting with system
condition: kevt and (role or clusterrole) and (modify or delete) and (ka.target.name startswith "system:") and ka.target.name!="system:coredns" condition: kevt and (role or clusterrole) and (kmodify or kdelete) and (ka.target.name startswith "system:") and ka.target.name!="system:coredns"
output: System ClusterRole/Role modified or deleted (user=%ka.user.name role=%ka.target.name ns=%ka.target.namespace action=%ka.verb) output: System ClusterRole/Role modified or deleted (user=%ka.user.name role=%ka.target.name ns=%ka.target.namespace action=%ka.verb)
priority: WARNING priority: WARNING
source: k8s_audit source: k8s_audit
@ -240,7 +240,7 @@
# (exapand this to any built-in cluster role that does "sensitive" things) # (exapand this to any built-in cluster role that does "sensitive" things)
- rule: Attach to cluster-admin Role - rule: Attach to cluster-admin Role
desc: Detect any attempt to create a ClusterRoleBinding to the cluster-admin user desc: Detect any attempt to create a ClusterRoleBinding to the cluster-admin user
condition: kevt and clusterrolebinding and create and ka.req.binding.role=cluster-admin condition: kevt and clusterrolebinding and kcreate and ka.req.binding.role=cluster-admin
output: Cluster Role Binding to cluster-admin role (user=%ka.user.name subject=%ka.req.binding.subjects) output: Cluster Role Binding to cluster-admin role (user=%ka.user.name subject=%ka.req.binding.subjects)
priority: WARNING priority: WARNING
source: k8s_audit source: k8s_audit
@ -248,7 +248,7 @@
- rule: ClusterRole With Wildcard Created - rule: ClusterRole With Wildcard Created
desc: Detect any attempt to create a Role/ClusterRole with wildcard resources or verbs desc: Detect any attempt to create a Role/ClusterRole with wildcard resources or verbs
condition: kevt and (role or clusterrole) and create and (ka.req.role.rules.resources contains '"*"' or ka.req.role.rules.verbs contains '"*"') condition: kevt and (role or clusterrole) and kcreate and (ka.req.role.rules.resources contains '"*"' or ka.req.role.rules.verbs contains '"*"')
output: Created Role/ClusterRole with wildcard (user=%ka.user.name role=%ka.target.name rules=%ka.req.role.rules) output: Created Role/ClusterRole with wildcard (user=%ka.user.name role=%ka.target.name rules=%ka.req.role.rules)
priority: WARNING priority: WARNING
source: k8s_audit source: k8s_audit
@ -264,7 +264,7 @@
- rule: ClusterRole With Write Privileges Created - rule: ClusterRole With Write Privileges Created
desc: Detect any attempt to create a Role/ClusterRole that can perform write-related actions desc: Detect any attempt to create a Role/ClusterRole that can perform write-related actions
condition: kevt and (role or clusterrole) and create and writable_verbs condition: kevt and (role or clusterrole) and kcreate and writable_verbs
output: Created Role/ClusterRole with write privileges (user=%ka.user.name role=%ka.target.name rules=%ka.req.role.rules) output: Created Role/ClusterRole with write privileges (user=%ka.user.name role=%ka.target.name rules=%ka.req.role.rules)
priority: NOTICE priority: NOTICE
source: k8s_audit source: k8s_audit
@ -272,7 +272,7 @@
- rule: ClusterRole With Pod Exec Created - rule: ClusterRole With Pod Exec Created
desc: Detect any attempt to create a Role/ClusterRole that can exec to pods desc: Detect any attempt to create a Role/ClusterRole that can exec to pods
condition: kevt and (role or clusterrole) and create and ka.req.role.rules.resources contains "pods/exec" condition: kevt and (role or clusterrole) and kcreate and ka.req.role.rules.resources contains "pods/exec"
output: Created Role/ClusterRole with pod exec privileges (user=%ka.user.name role=%ka.target.name rules=%ka.req.role.rules) output: Created Role/ClusterRole with pod exec privileges (user=%ka.user.name role=%ka.target.name rules=%ka.req.role.rules)
priority: WARNING priority: WARNING
source: k8s_audit source: k8s_audit
@ -289,7 +289,7 @@
- rule: K8s Deployment Created - rule: K8s Deployment Created
desc: Detect any attempt to create a deployment desc: Detect any attempt to create a deployment
condition: (kactivity and create and deployment and response_successful) condition: (kactivity and kcreate and deployment and response_successful)
output: K8s Deployment Created (user=%ka.user.name deployment=%ka.target.name ns=%ka.target.namespace resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason) output: K8s Deployment Created (user=%ka.user.name deployment=%ka.target.name ns=%ka.target.namespace resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason)
priority: INFO priority: INFO
source: k8s_audit source: k8s_audit
@ -297,7 +297,7 @@
- rule: K8s Deployment Deleted - rule: K8s Deployment Deleted
desc: Detect any attempt to delete a deployment desc: Detect any attempt to delete a deployment
condition: (kactivity and delete and deployment and response_successful) condition: (kactivity and kdelete and deployment and response_successful)
output: K8s Deployment Deleted (user=%ka.user.name deployment=%ka.target.name ns=%ka.target.namespace resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason) output: K8s Deployment Deleted (user=%ka.user.name deployment=%ka.target.name ns=%ka.target.namespace resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason)
priority: INFO priority: INFO
source: k8s_audit source: k8s_audit
@ -305,7 +305,7 @@
- rule: K8s Service Created - rule: K8s Service Created
desc: Detect any attempt to create a service desc: Detect any attempt to create a service
condition: (kactivity and create and service and response_successful) condition: (kactivity and kcreate and service and response_successful)
output: K8s Service Created (user=%ka.user.name service=%ka.target.name ns=%ka.target.namespace resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason) output: K8s Service Created (user=%ka.user.name service=%ka.target.name ns=%ka.target.namespace resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason)
priority: INFO priority: INFO
source: k8s_audit source: k8s_audit
@ -313,7 +313,7 @@
- rule: K8s Service Deleted - rule: K8s Service Deleted
desc: Detect any attempt to delete a service desc: Detect any attempt to delete a service
condition: (kactivity and delete and service and response_successful) condition: (kactivity and kdelete and service and response_successful)
output: K8s Service Deleted (user=%ka.user.name service=%ka.target.name ns=%ka.target.namespace resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason) output: K8s Service Deleted (user=%ka.user.name service=%ka.target.name ns=%ka.target.namespace resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason)
priority: INFO priority: INFO
source: k8s_audit source: k8s_audit
@ -321,7 +321,7 @@
- rule: K8s ConfigMap Created - rule: K8s ConfigMap Created
desc: Detect any attempt to create a configmap desc: Detect any attempt to create a configmap
condition: (kactivity and create and configmap and response_successful) condition: (kactivity and kcreate and configmap and response_successful)
output: K8s ConfigMap Created (user=%ka.user.name configmap=%ka.target.name ns=%ka.target.namespace resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason) output: K8s ConfigMap Created (user=%ka.user.name configmap=%ka.target.name ns=%ka.target.namespace resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason)
priority: INFO priority: INFO
source: k8s_audit source: k8s_audit
@ -329,7 +329,7 @@
- rule: K8s ConfigMap Deleted - rule: K8s ConfigMap Deleted
desc: Detect any attempt to delete a configmap desc: Detect any attempt to delete a configmap
condition: (kactivity and delete and configmap and response_successful) condition: (kactivity and kdelete and configmap and response_successful)
output: K8s ConfigMap Deleted (user=%ka.user.name configmap=%ka.target.name ns=%ka.target.namespace resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason) output: K8s ConfigMap Deleted (user=%ka.user.name configmap=%ka.target.name ns=%ka.target.namespace resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason)
priority: INFO priority: INFO
source: k8s_audit source: k8s_audit
@ -337,7 +337,7 @@
- rule: K8s Namespace Created - rule: K8s Namespace Created
desc: Detect any attempt to create a namespace desc: Detect any attempt to create a namespace
condition: (kactivity and create and namespace and response_successful) condition: (kactivity and kcreate and namespace and response_successful)
output: K8s Namespace Created (user=%ka.user.name namespace=%ka.target.name resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason) output: K8s Namespace Created (user=%ka.user.name namespace=%ka.target.name resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason)
priority: INFO priority: INFO
source: k8s_audit source: k8s_audit
@ -345,7 +345,7 @@
- rule: K8s Namespace Deleted - rule: K8s Namespace Deleted
desc: Detect any attempt to delete a namespace desc: Detect any attempt to delete a namespace
condition: (kactivity and non_system_user and delete and namespace and response_successful) condition: (kactivity and non_system_user and kdelete and namespace and response_successful)
output: K8s Namespace Deleted (user=%ka.user.name namespace=%ka.target.name resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason) output: K8s Namespace Deleted (user=%ka.user.name namespace=%ka.target.name resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason)
priority: INFO priority: INFO
source: k8s_audit source: k8s_audit
@ -353,7 +353,7 @@
- rule: K8s Serviceaccount Created - rule: K8s Serviceaccount Created
desc: Detect any attempt to create a service account desc: Detect any attempt to create a service account
condition: (kactivity and create and serviceaccount and response_successful) condition: (kactivity and kcreate and serviceaccount and response_successful)
output: K8s Serviceaccount Created (user=%ka.user.name user=%ka.target.name ns=%ka.target.namespace resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason) output: K8s Serviceaccount Created (user=%ka.user.name user=%ka.target.name ns=%ka.target.namespace resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason)
priority: INFO priority: INFO
source: k8s_audit source: k8s_audit
@ -361,7 +361,7 @@
- rule: K8s Serviceaccount Deleted - rule: K8s Serviceaccount Deleted
desc: Detect any attempt to delete a service account desc: Detect any attempt to delete a service account
condition: (kactivity and delete and serviceaccount and response_successful) condition: (kactivity and kdelete and serviceaccount and response_successful)
output: K8s Serviceaccount Deleted (user=%ka.user.name user=%ka.target.name ns=%ka.target.namespace resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason) output: K8s Serviceaccount Deleted (user=%ka.user.name user=%ka.target.name ns=%ka.target.namespace resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason)
priority: INFO priority: INFO
source: k8s_audit source: k8s_audit
@ -369,7 +369,7 @@
- rule: K8s Role/Clusterrole Created - rule: K8s Role/Clusterrole Created
desc: Detect any attempt to create a cluster role/role desc: Detect any attempt to create a cluster role/role
condition: (kactivity and create and (clusterrole or role) and response_successful) condition: (kactivity and kcreate and (clusterrole or role) and response_successful)
output: K8s Cluster Role Created (user=%ka.user.name role=%ka.target.name rules=%ka.req.role.rules resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason) output: K8s Cluster Role Created (user=%ka.user.name role=%ka.target.name rules=%ka.req.role.rules resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason)
priority: INFO priority: INFO
source: k8s_audit source: k8s_audit
@ -377,7 +377,7 @@
- rule: K8s Role/Clusterrole Deleted - rule: K8s Role/Clusterrole Deleted
desc: Detect any attempt to delete a cluster role/role desc: Detect any attempt to delete a cluster role/role
condition: (kactivity and delete and (clusterrole or role) and response_successful) condition: (kactivity and kdelete and (clusterrole or role) and response_successful)
output: K8s Cluster Role Deleted (user=%ka.user.name role=%ka.target.name resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason) output: K8s Cluster Role Deleted (user=%ka.user.name role=%ka.target.name resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason)
priority: INFO priority: INFO
source: k8s_audit source: k8s_audit
@ -385,7 +385,7 @@
- rule: K8s Role/Clusterrolebinding Created - rule: K8s Role/Clusterrolebinding Created
desc: Detect any attempt to create a clusterrolebinding desc: Detect any attempt to create a clusterrolebinding
condition: (kactivity and create and clusterrolebinding and response_successful) condition: (kactivity and kcreate and clusterrolebinding and response_successful)
output: K8s Cluster Role Binding Created (user=%ka.user.name binding=%ka.target.name subjects=%ka.req.binding.subjects role=%ka.req.binding.role resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason foo=%ka.req.binding.subject.has_name[cluster-admin]) output: K8s Cluster Role Binding Created (user=%ka.user.name binding=%ka.target.name subjects=%ka.req.binding.subjects role=%ka.req.binding.role resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason foo=%ka.req.binding.subject.has_name[cluster-admin])
priority: INFO priority: INFO
source: k8s_audit source: k8s_audit
@ -393,7 +393,7 @@
- rule: K8s Role/Clusterrolebinding Deleted - rule: K8s Role/Clusterrolebinding Deleted
desc: Detect any attempt to delete a clusterrolebinding desc: Detect any attempt to delete a clusterrolebinding
condition: (kactivity and delete and clusterrolebinding and response_successful) condition: (kactivity and kdelete and clusterrolebinding and response_successful)
output: K8s Cluster Role Binding Deleted (user=%ka.user.name binding=%ka.target.name resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason) output: K8s Cluster Role Binding Deleted (user=%ka.user.name binding=%ka.target.name resp=%ka.response.code decision=%ka.auth.decision reason=%ka.auth.reason)
priority: INFO priority: INFO
source: k8s_audit source: k8s_audit