Kubernetes 审计日志采集¶

Kubernetes 审计（Audit）提供了安全相关的时序操作记录（包括时间、来源、操作结果、发起操作的用户、操作的资源以及请求/响应的详细信息等）。

配置¶

前置条件¶

安装 K8S 环境
安装 DataKit

开启审计日志策略¶

❗如已开启，请忽略

以 Kubernetes 1.24 为例，开启审计日志策略

登陆主节点服务器

cd /etc/kubernetes

新增 audit-policy.yml

audit-policy.yml

# Copyright © 2022 sealos.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

apiVersion: audit.k8s.io/v1 # This is required.
kind: Policy
# Don't generate audit events for all requests in RequestReceived stage.
omitStages:
- "RequestReceived"
rules:
# The following requests were manually identified as high-volume and low-risk,
# so drop them.
- level: None
    users: [ "system:kube-proxy" ]
    verbs: [ "watch" ]
    resources:
    - group: "" # core
        resources: [ "endpoints", "services" ]
- level: None
    users: [ "system:unsecured" ]
    namespaces: [ "kube-system" ]
    verbs: [ "get" ]
    resources:
    - group: "" # core
        resources: [ "configmaps" ]
- level: None
    users: [ "kubelet" ] # legacy kubelet identity
    verbs: [ "get" ]
    resources:
    - group: "" # core
        resources: [ "nodes" ]
- level: None
    userGroups: [ "system:nodes" ]
    verbs: [ "get" ]
    resources:
    - group: "" # core
        resources: [ "nodes" ]
- level: None
    users:
    - system:kube-controller-manager
    - system:kube-scheduler
    - system:serviceaccount:kube-system:endpoint-controller
    verbs: [ "get", "update" ]
    namespaces: [ "kube-system" ]
    resources:
    - group: "" # core
        resources: [ "endpoints" ]
- level: None
    users: [ "system:apiserver" ]
    verbs: [ "get" ]
    resources:
    - group: "" # core
        resources: [ "namespaces" ]
# Don't log these read-only URLs.
- level: None
    nonResourceURLs:
    - /healthz*
    - /version
    - /swagger*
# Don't log events requests.
- level: None
    resources:
    - group: "" # core
        resources: [ "events" ]
# Secrets, ConfigMaps, and TokenReviews can contain sensitive & binary data,
# so only log at the Metadata level.
- level: Metadata
    resources:
    - group: "" # core
        resources: [ "secrets", "configmaps" ]
    - group: authentication.k8s.io
        resources: [ "tokenreviews" ]
# Get repsonses can be large; skip them.
- level: Request
    verbs: [ "get", "list", "watch" ]
    resources:
    - group: "" # core
    - group: "admissionregistration.k8s.io"
    - group: "apps"
    - group: "authentication.k8s.io"
    - group: "authorization.k8s.io"
    - group: "autoscaling"
    - group: "batch"
    - group: "certificates.k8s.io"
    - group: "extensions"
    - group: "networking.k8s.io"
    - group: "policy"
    - group: "rbac.authorization.k8s.io"
    - group: "settings.k8s.io"
    - group: "storage.k8s.io"
# Default level for known APIs
- level: RequestResponse
    resources:
    - group: "" # core
    - group: "admissionregistration.k8s.io"
    - group: "apps"
    - group: "authentication.k8s.io"
    - group: "authorization.k8s.io"
    - group: "autoscaling"
    - group: "batch"
    - group: "certificates.k8s.io"
    - group: "extensions"
    - group: "networking.k8s.io"
    - group: "policy"
    - group: "rbac.authorization.k8s.io"
    - group: "settings.k8s.io"
    - group: "storage.k8s.io"
    - group: "autoscaling.alibabacloud.com"
# Default level for all other requests.
- level: Metadata

💡对应的策略信息可以按照实际需求进行调整。

API Server 开启审计日志¶

❗如已开启，请忽略

进入目录 /etc/kubernetes/manifests，先备份 kube-apiserver.yaml 文件，并且备份的文件不能放在 /etc/kubernetes/manifests/ 下，调整文件内容

在 spec.containers.command 下添加命令：

  - command:
    - kube-apiserver
    - --advertise-address=10.0.16.204
    - --allow-privileged=true
    - --audit-log-format=json
    - --audit-log-maxage=7
    - --audit-log-maxbackup=10
    - --audit-log-maxsize=100
    - --audit-log-path=/var/log/kubernetes/audit.log
    - --audit-policy-file=/etc/kubernetes/audit-policy.yml

在spec.containers.volumeMounts下添加：

    - mountPath: /etc/kubernetes
      name: audit
    - mountPath: /var/log/kubernetes
      name: audit-log

在spec.volumes下添加：

  - hostPath:
      path: /etc/kubernetes
      type: DirectoryOrCreate
    name: audit
  - hostPath:
      path: /var/log/kubernetes
      type: DirectoryOrCreate
    name: audit-log

生效

API Server 被改动后，会自动重启，耐心等待几分钟即可。

验证

执行以下命令，看看是否有 audit.log 文件产生，如果有则证明已经生效。

ls /var/log/kubernetes

采集 K8S 审计日志¶

K8S 审计日志存储在对应master节点的/var/log/kubernetes目录下，这里采用 annotation的方式进行采集

创建 pod：k8s-audit-log.yaml

apiVersion: v1
kind: Pod
metadata:
  name: kube-audit-log
  annotations:
        datakit/logs: |
          [
            {
              "disable": false,
              "type": "file",
              "path":"/var/log/kubernetes/audit.log",
              "source":  "k8s-audit",
              "tags" : {
                "atype": "kube-audit-log"
              }
            }
          ]

spec:
  containers:
  - name: kube-audit-log
    image: busybox
#    command: ["sleep", "1"]
    args:
    - /bin/sh
    - -c
    - >
      i=0;
      while true;
      do
        i=$((i+1));
        sleep 10;
      done
    volumeMounts:
    - mountPath: /var/log/kubernetes
      name: datakit-vol-opt
  volumes:
  - name: datakit-vol-opt
    hostPath: 
      path: /var/log/kubernetes
  nodeSelector:
     kubernetes.io/hostname: k8s-master
  tolerations:
  - key: "node-role.kubernetes.io/master"
    operator: "Exists"
    effect: "NoSchedule"
  - key: "node-role.kubernetes.io/control-plane"
    operator: "Exists"
    effect: "NoSchedule"

❗需要注意当前 pod 只能运行在 master 节点上。

执行

kubectl apply -f k8s-audit-log.yaml

查看

等几分钟后就可以在观测云上查看到对应的日志。由于是json格式，观测云支持通过@+json字段名的方式进行搜索，如@verb:update⁠。

审计日志字段提取¶

审计日志采集上来后，通过观测云 pipeline 的能力，可以对审计日志关键字段进行提取，从而对审计日志进行进一步数据分析

在观测云，日志 - pipeline - 新建
选择对应的日志来源 k8s-audit
Pipeline 名称：kubelet-audit
定义解析规则

abc = load_json(_)

add_key(kind, abc["kind"])
add_key(level, abc["level"])
add_key(stage, abc["stage"])
add_key(verb, abc["verb"])
add_key(auditID, abc["auditID"])
add_key(username, abc["user"]["username"])
add_key(responseCode, abc["responseStatus"]["code"])
if abc["responseStatus"]["code"]==200 {
  add_key(status, "OK")
}else{
  add_key(status, "FAIL")
}
add_key(sourceIP_0,abc["sourceIPs"][0])

add_key(namespace,abc["objectRef"]["namespace"])
add_key(node,abc["objectRef"]["name"])

点击获取脚本测试
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