CreepyDrive request URL sequence

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Id	eda260eb-f4a1-4379-ad98-452604da9b3e
Rulename	CreepyDrive request URL sequence
Description	CreepyDrive uses OneDrive for command and control, however, it makes regular requests to predicatable paths. This detecton will alert when over 20 sequences are observed in a single day.
Severity	High
Tactics	Exfiltration CommandAndControl
Techniques	T1567.002 T1102.002
Required data connectors	CheckPoint Fortinet PaloAltoNetworks Zscaler
Kind	Scheduled
Query frequency	1d
Query period	1d
Trigger threshold	0
Trigger operator	gt
Source Uri	https://github.com/Azure/Azure-Sentinel/blob/master/Detections/CommonSecurityLog/CreepyDriveRequestSequence.yaml
Version	1.0.1
Arm template	eda260eb-f4a1-4379-ad98-452604da9b3e.json

KQL

let eventsThreshold = 20;
CommonSecurityLog
| where isnotempty(RequestURL)
| project TimeGenerated, RequestURL, RequestMethod, SourceIP, SourceHostName
| evaluate sequence_detect(TimeGenerated, 5s, 8s, login=(RequestURL has "login.microsoftonline.com/consumers/oauth2/v2.0/token"), graph=(RequestURL has "graph.microsoft.com/v1.0/me/drive/"), SourceIP, SourceHostName)
| summarize Events=count() by SourceIP, SourceHostName
| where Events >= eventsThreshold

YAML

version: 1.0.1
tags:
- POLONIUM
queryFrequency: 1d
metadata:
  categories:
    domains:
    - Security - Others
  author:
    name: Thomas McElroy
  support:
    tier: Community
  source:
    kind: Community
triggerOperator: gt
severity: High
OriginalUri: https://github.com/Azure/Azure-Sentinel/blob/master/Detections/CommonSecurityLog/CreepyDriveRequestSequence.yaml
kind: Scheduled
triggerThreshold: 0
query: |
  let eventsThreshold = 20;
  CommonSecurityLog
  | where isnotempty(RequestURL)
  | project TimeGenerated, RequestURL, RequestMethod, SourceIP, SourceHostName
  | evaluate sequence_detect(TimeGenerated, 5s, 8s, login=(RequestURL has "login.microsoftonline.com/consumers/oauth2/v2.0/token"), graph=(RequestURL has "graph.microsoft.com/v1.0/me/drive/"), SourceIP, SourceHostName)
  | summarize Events=count() by SourceIP, SourceHostName
  | where Events >= eventsThreshold  
entityMappings:
- fieldMappings:
  - columnName: SourceIP
    identifier: Address
  entityType: IP
- fieldMappings:
  - columnName: SourceHostName
    identifier: HostName
  entityType: Host
name: CreepyDrive request URL sequence
queryPeriod: 1d
description: |
  'CreepyDrive uses OneDrive for command and control, however, it makes regular requests to predicatable paths.
  This detecton will alert when over 20 sequences are observed in a single day.'  
requiredDataConnectors:
- dataTypes:
  - CommonSecurityLog
  connectorId: Zscaler
- dataTypes:
  - CommonSecurityLog
  connectorId: Fortinet
- dataTypes:
  - CommonSecurityLog
  connectorId: CheckPoint
- dataTypes:
  - CommonSecurityLog
  connectorId: PaloAltoNetworks
id: eda260eb-f4a1-4379-ad98-452604da9b3e
relevantTechniques:
- T1567.002
- T1102.002
tactics:
- Exfiltration
- CommandAndControl

ARM

{
  "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
  "contentVersion": "1.0.0.0",
  "parameters": {
    "workspace": {
      "type": "String"
    }
  },
  "resources": [
    {
      "apiVersion": "2024-01-01-preview",
      "id": "[concat(resourceId('Microsoft.OperationalInsights/workspaces/providers', parameters('workspace'), 'Microsoft.SecurityInsights'),'/alertRules/eda260eb-f4a1-4379-ad98-452604da9b3e')]",
      "kind": "Scheduled",
      "name": "[concat(parameters('workspace'),'/Microsoft.SecurityInsights/eda260eb-f4a1-4379-ad98-452604da9b3e')]",
      "properties": {
        "alertRuleTemplateName": "eda260eb-f4a1-4379-ad98-452604da9b3e",
        "customDetails": null,
        "description": "'CreepyDrive uses OneDrive for command and control, however, it makes regular requests to predicatable paths.\nThis detecton will alert when over 20 sequences are observed in a single day.'\n",
        "displayName": "CreepyDrive request URL sequence",
        "enabled": true,
        "entityMappings": [
          {
            "entityType": "IP",
            "fieldMappings": [
              {
                "columnName": "SourceIP",
                "identifier": "Address"
              }
            ]
          },
          {
            "entityType": "Host",
            "fieldMappings": [
              {
                "columnName": "SourceHostName",
                "identifier": "HostName"
              }
            ]
          }
        ],
        "OriginalUri": "https://github.com/Azure/Azure-Sentinel/blob/master/Detections/CommonSecurityLog/CreepyDriveRequestSequence.yaml",
        "query": "let eventsThreshold = 20;\nCommonSecurityLog\n| where isnotempty(RequestURL)\n| project TimeGenerated, RequestURL, RequestMethod, SourceIP, SourceHostName\n| evaluate sequence_detect(TimeGenerated, 5s, 8s, login=(RequestURL has \"login.microsoftonline.com/consumers/oauth2/v2.0/token\"), graph=(RequestURL has \"graph.microsoft.com/v1.0/me/drive/\"), SourceIP, SourceHostName)\n| summarize Events=count() by SourceIP, SourceHostName\n| where Events >= eventsThreshold\n",
        "queryFrequency": "P1D",
        "queryPeriod": "P1D",
        "severity": "High",
        "subTechniques": [
          "T1567.002",
          "T1102.002"
        ],
        "suppressionDuration": "PT1H",
        "suppressionEnabled": false,
        "tactics": [
          "CommandAndControl",
          "Exfiltration"
        ],
        "tags": [
          "POLONIUM"
        ],
        "techniques": [
          "T1102",
          "T1567"
        ],
        "templateVersion": "1.0.1",
        "triggerOperator": "GreaterThan",
        "triggerThreshold": 0
      },
      "type": "Microsoft.OperationalInsights/workspaces/providers/alertRules"
    }
  ]
}