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

severity: High
triggerThreshold: 0
metadata:
  source:
    kind: Community
  support:
    tier: Community
  categories:
    domains:
    - Security - Others
  author:
    name: Thomas McElroy
queryFrequency: 1d
requiredDataConnectors:
- connectorId: Zscaler
  dataTypes:
  - CommonSecurityLog
- connectorId: Fortinet
  dataTypes:
  - CommonSecurityLog
- connectorId: CheckPoint
  dataTypes:
  - CommonSecurityLog
- connectorId: PaloAltoNetworks
  dataTypes:
  - CommonSecurityLog
id: eda260eb-f4a1-4379-ad98-452604da9b3e
version: 1.0.1
name: CreepyDrive request URL sequence
kind: Scheduled
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  
OriginalUri: https://github.com/Azure/Azure-Sentinel/blob/master/Detections/CommonSecurityLog/CreepyDriveRequestSequence.yaml
queryPeriod: 1d
relevantTechniques:
- T1567.002
- T1102.002
triggerOperator: gt
tactics:
- Exfiltration
- CommandAndControl
tags:
- POLONIUM
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.'  
entityMappings:
- entityType: IP
  fieldMappings:
  - identifier: Address
    columnName: SourceIP
- entityType: Host
  fieldMappings:
  - identifier: HostName
    columnName: SourceHostName

ARM

{
  "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
  "contentVersion": "1.0.0.0",
  "parameters": {
    "workspace": {
      "type": "String"
    }
  },
  "resources": [
    {
      "id": "[concat(resourceId('Microsoft.OperationalInsights/workspaces/providers', parameters('workspace'), 'Microsoft.SecurityInsights'),'/alertRules/eda260eb-f4a1-4379-ad98-452604da9b3e')]",
      "name": "[concat(parameters('workspace'),'/Microsoft.SecurityInsights/eda260eb-f4a1-4379-ad98-452604da9b3e')]",
      "type": "Microsoft.OperationalInsights/workspaces/providers/alertRules",
      "kind": "Scheduled",
      "apiVersion": "2022-11-01",
      "properties": {
        "displayName": "CreepyDrive request URL sequence",
        "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",
        "severity": "High",
        "enabled": true,
        "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",
        "triggerOperator": "GreaterThan",
        "triggerThreshold": 0,
        "suppressionDuration": "PT1H",
        "suppressionEnabled": false,
        "tactics": [
          "Exfiltration",
          "CommandAndControl"
        ],
        "techniques": [
          "T1567.002",
          "T1102.002"
        ],
        "alertRuleTemplateName": "eda260eb-f4a1-4379-ad98-452604da9b3e",
        "customDetails": null,
        "entityMappings": [
          {
            "fieldMappings": [
              {
                "columnName": "SourceIP",
                "identifier": "Address"
              }
            ],
            "entityType": "IP"
          },
          {
            "fieldMappings": [
              {
                "columnName": "SourceHostName",
                "identifier": "HostName"
              }
            ],
            "entityType": "Host"
          }
        ],
        "tags": [
          "POLONIUM"
        ],
        "OriginalUri": "https://github.com/Azure/Azure-Sentinel/blob/master/Detections/CommonSecurityLog/CreepyDriveRequestSequence.yaml",
        "templateVersion": "1.0.1"
      }
    }
  ]
}