Anomalous User Agent connection attempt

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Id	f845881e-2500-44dc-8ed7-b372af3e1e25
Rulename	Anomalous User Agent connection attempt
Description	Identifies connection attempts (success or fail) from clients with very short or very long User Agent strings and with less than 100 connection attempts.
Severity	Low
Tactics	InitialAccess
Techniques	T1190
Required data connectors	AzureMonitor(IIS)
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/W3CIISLog/AnomomlousUserAgentConnection.yaml
Version	1.0.3
Arm template	f845881e-2500-44dc-8ed7-b372af3e1e25.json

KQL

let short_uaLength = 5;
let long_uaLength = 1000;
let c_threshold = 100;
W3CIISLog
// Exclude local IPs as these create noise
| where cIP !startswith "192.168." and cIP != "::1"
| where isnotempty(csUserAgent) and csUserAgent !in~ ("-", "MSRPC") and (string_size(csUserAgent) <= short_uaLength or string_size(csUserAgent) >= long_uaLength)
| extend csUserAgent_size = string_size(csUserAgent)
| summarize StartTimeUtc = min(TimeGenerated), EndTimeUtc = max(TimeGenerated), ConnectionCount = count() by Computer, sSiteName, sPort, csUserAgent, csUserAgent_size, csUserName , csMethod, csUriStem, sIP, cIP, scStatus, scSubStatus, scWin32Status
| where ConnectionCount < c_threshold
| extend HostName = tostring(split(Computer, ".")[0]), DomainIndex = toint(indexof(Computer, '.'))
| extend HostNameDomain = iff(DomainIndex != -1, substring(Computer, DomainIndex + 1), Computer)
| extend AccountName = tostring(split(csUserName, "@")[0]), AccountUPNSuffix = tostring(split(csUserName, "@")[1])

YAML

OriginalUri: https://github.com/Azure/Azure-Sentinel/blob/master/Detections/W3CIISLog/AnomomlousUserAgentConnection.yaml
query: |
  let short_uaLength = 5;
  let long_uaLength = 1000;
  let c_threshold = 100;
  W3CIISLog
  // Exclude local IPs as these create noise
  | where cIP !startswith "192.168." and cIP != "::1"
  | where isnotempty(csUserAgent) and csUserAgent !in~ ("-", "MSRPC") and (string_size(csUserAgent) <= short_uaLength or string_size(csUserAgent) >= long_uaLength)
  | extend csUserAgent_size = string_size(csUserAgent)
  | summarize StartTimeUtc = min(TimeGenerated), EndTimeUtc = max(TimeGenerated), ConnectionCount = count() by Computer, sSiteName, sPort, csUserAgent, csUserAgent_size, csUserName , csMethod, csUriStem, sIP, cIP, scStatus, scSubStatus, scWin32Status
  | where ConnectionCount < c_threshold
  | extend HostName = tostring(split(Computer, ".")[0]), DomainIndex = toint(indexof(Computer, '.'))
  | extend HostNameDomain = iff(DomainIndex != -1, substring(Computer, DomainIndex + 1), Computer)
  | extend AccountName = tostring(split(csUserName, "@")[0]), AccountUPNSuffix = tostring(split(csUserName, "@")[1])  
description: |
    'Identifies connection attempts (success or fail) from clients with very short or very long User Agent strings and with less than 100 connection attempts.'
severity: Low
requiredDataConnectors:
- dataTypes:
  - W3CIISLog
  connectorId: AzureMonitor(IIS)
name: Anomalous User Agent connection attempt
triggerThreshold: 0
metadata:
  source:
    kind: Community
  categories:
    domains:
    - Security - Threat Protection
  author:
    name: Microsoft Security Research
  support:
    tier: Community
tactics:
- InitialAccess
version: 1.0.3
relevantTechniques:
- T1190
triggerOperator: gt
entityMappings:
- entityType: Account
  fieldMappings:
  - columnName: csUserName
    identifier: FullName
  - columnName: AccountName
    identifier: Name
  - columnName: AccountUPNSuffix
    identifier: UPNSuffix
- entityType: Host
  fieldMappings:
  - columnName: Computer
    identifier: FullName
  - columnName: HostName
    identifier: HostName
  - columnName: HostNameDomain
    identifier: NTDomain
- entityType: IP
  fieldMappings:
  - columnName: cIP
    identifier: Address
id: f845881e-2500-44dc-8ed7-b372af3e1e25
kind: Scheduled
queryFrequency: 1d
queryPeriod: 1d

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/f845881e-2500-44dc-8ed7-b372af3e1e25')]",
      "kind": "Scheduled",
      "name": "[concat(parameters('workspace'),'/Microsoft.SecurityInsights/f845881e-2500-44dc-8ed7-b372af3e1e25')]",
      "properties": {
        "alertRuleTemplateName": "f845881e-2500-44dc-8ed7-b372af3e1e25",
        "customDetails": null,
        "description": "'Identifies connection attempts (success or fail) from clients with very short or very long User Agent strings and with less than 100 connection attempts.'\n",
        "displayName": "Anomalous User Agent connection attempt",
        "enabled": true,
        "entityMappings": [
          {
            "entityType": "Account",
            "fieldMappings": [
              {
                "columnName": "csUserName",
                "identifier": "FullName"
              },
              {
                "columnName": "AccountName",
                "identifier": "Name"
              },
              {
                "columnName": "AccountUPNSuffix",
                "identifier": "UPNSuffix"
              }
            ]
          },
          {
            "entityType": "Host",
            "fieldMappings": [
              {
                "columnName": "Computer",
                "identifier": "FullName"
              },
              {
                "columnName": "HostName",
                "identifier": "HostName"
              },
              {
                "columnName": "HostNameDomain",
                "identifier": "NTDomain"
              }
            ]
          },
          {
            "entityType": "IP",
            "fieldMappings": [
              {
                "columnName": "cIP",
                "identifier": "Address"
              }
            ]
          }
        ],
        "OriginalUri": "https://github.com/Azure/Azure-Sentinel/blob/master/Detections/W3CIISLog/AnomomlousUserAgentConnection.yaml",
        "query": "let short_uaLength = 5;\nlet long_uaLength = 1000;\nlet c_threshold = 100;\nW3CIISLog\n// Exclude local IPs as these create noise\n| where cIP !startswith \"192.168.\" and cIP != \"::1\"\n| where isnotempty(csUserAgent) and csUserAgent !in~ (\"-\", \"MSRPC\") and (string_size(csUserAgent) <= short_uaLength or string_size(csUserAgent) >= long_uaLength)\n| extend csUserAgent_size = string_size(csUserAgent)\n| summarize StartTimeUtc = min(TimeGenerated), EndTimeUtc = max(TimeGenerated), ConnectionCount = count() by Computer, sSiteName, sPort, csUserAgent, csUserAgent_size, csUserName , csMethod, csUriStem, sIP, cIP, scStatus, scSubStatus, scWin32Status\n| where ConnectionCount < c_threshold\n| extend HostName = tostring(split(Computer, \".\")[0]), DomainIndex = toint(indexof(Computer, '.'))\n| extend HostNameDomain = iff(DomainIndex != -1, substring(Computer, DomainIndex + 1), Computer)\n| extend AccountName = tostring(split(csUserName, \"@\")[0]), AccountUPNSuffix = tostring(split(csUserName, \"@\")[1])\n",
        "queryFrequency": "P1D",
        "queryPeriod": "P1D",
        "severity": "Low",
        "subTechniques": [],
        "suppressionDuration": "PT1H",
        "suppressionEnabled": false,
        "tactics": [
          "InitialAccess"
        ],
        "techniques": [
          "T1190"
        ],
        "templateVersion": "1.0.3",
        "triggerOperator": "GreaterThan",
        "triggerThreshold": 0
      },
      "type": "Microsoft.OperationalInsights/workspaces/providers/alertRules"
    }
  ]
}