Kubernetes Cron Job Creation

Original Source: [splunk source]
Name:Kubernetes Cron Job Creation
id:5984dbe8-572f-47d7-9251-3dff6c3f0c0d
version:3
date:2024-09-30
author:Patrick Bareiss, Splunk
status:production
type:Anomaly
Description:The following analytic detects the creation of a Kubernetes cron job, which is a task scheduled to run automatically at specified intervals. It identifies this activity by monitoring Kubernetes Audit logs for the creation events of cron jobs. This behavior is significant for a SOC as it could allow an attacker to execute malicious tasks repeatedly and automatically, posing a threat to the Kubernetes infrastructure. If confirmed malicious, this activity could lead to persistent attacks, service disruptions, or unauthorized access to sensitive information.
Data_source:
  • -Kubernetes Audit
search:`kube_audit` verb=create "objectRef.resource"=cronjobs
| fillnull
| stats count values(user.groups{}) as user_groups by kind objectRef.name objectRef.namespace objectRef.resource requestObject.kind requestObject.spec.schedule requestObject.spec.jobTemplate.spec.template.spec.containers{}.image responseStatus.code sourceIPs{} stage user.username userAgent verb
| rename sourceIPs{} as src_ip, user.username as user
| `kubernetes_cron_job_creation_filter`


how_to_implement:The detection is based on data that originates from Kubernetes Audit logs. Ensure that audit logging is enabled in your Kubernetes cluster. Kubernetes audit logs provide a record of the requests made to the Kubernetes API server, which is crucial for monitoring and detecting suspicious activities. Configure the audit policy in Kubernetes to determine what kind of activities are logged. This is done by creating an Audit Policy and providing it to the API server. Use the Splunk OpenTelemetry Collector for Kubernetes to collect the logs. This doc will describe how to collect the audit log file https://github.com/signalfx/splunk-otel-collector-chart/blob/main/docs/migration-from-sck.md. When you want to use this detection with AWS EKS, you need to enable EKS control plane logging https://docs.aws.amazon.com/eks/latest/userguide/control-plane-logs.html. Then you can collect the logs from Cloudwatch using the AWS TA https://splunk.github.io/splunk-add-on-for-amazon-web-services/CloudWatchLogs/.
known_false_positives:unknown
References:
  -https://kubernetes.io/docs/tasks/debug/debug-cluster/audit/
drilldown_searches:
name:'View the detection results for - "$user$"'
search:'%original_detection_search% | search user = "$user$"'
earliest_offset:'$info_min_time$'
latest_offset:'$info_max_time$'
name:'View risk events for the last 7 days for - "$user$"'
search:'| from datamodel Risk.All_Risk | search normalized_risk_object IN ("$user$") starthoursago=168 | stats count min(_time) as firstTime max(_time) as lastTime values(search_name) as "Search Name" values(risk_message) as "Risk Message" values(analyticstories) as "Analytic Stories" values(annotations._all) as "Annotations" values(annotations.mitre_attack.mitre_tactic) as "ATT&CK Tactics" by normalized_risk_object | `security_content_ctime(firstTime)` | `security_content_ctime(lastTime)`'
earliest_offset:'$info_min_time$'
latest_offset:'$info_max_time$'
tags:
  analytic_story:
    - 'Kubernetes Security'
  asset_type:Kubernetes
  confidence:70
  impact:70
  message:Kubernetes cron job creation from user $user$
  mitre_attack_id:
    - 'T1053.007'
  observable:
    name:'user'
    type:'User'
    - role:
      - 'Victim'
    name:'src_ip'
    type:'IP Address'
    - role:
      - 'Attacker'
  product:
    - 'Splunk Enterprise'
    - 'Splunk Enterprise Security'
    - 'Splunk Cloud'
  required_fields:
    - 'user.groups{}'
    - 'kind'
    - 'objectRef.name'
    - 'objectRef.namespace'
    - 'objectRef.resource'
    - 'requestObject.kind'
    - 'requestObject.spec.schedule'
    - 'requestObject.spec.jobTemplate.spec.template.spec.containers{}.image'
    - 'responseStatus.code'
    - 'sourceIPs{}'
    - 'stage'
    - 'user.username'
    - 'userAgent'
    - 'verb'
  risk_score:49
  security_domain:network

tests:
name:'True Positive Test'
 attack_data:
  data: https://media.githubusercontent.com/media/splunk/attack_data/master/datasets/attack_techniques/T1053.007/kubernetes_audit_cron_job_creation/kubernetes_audit_cron_job_creation.json
  sourcetype: _json
  source: kubernetes
manual_test:None

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