TI Map URL Entity to EmailUrlInfo

let dt_lookBack = 1h;
let ioc_lookBack = 14d;
let EmailUrlInfo_ = materialize(EmailUrlInfo
    | where isnotempty(Url)
    | where TimeGenerated >= ago(dt_lookBack)
    | extend Url = tolower(Url)
    | extend EmailUrlInfo_TimeGenerated = TimeGenerated);
let EmailUrls = EmailUrlInfo_ | distinct Url | summarize make_list(Url);
let EmailUrlDomains = EmailUrlInfo_ | distinct UrlDomain | summarize make_list(UrlDomain);
let EmailEvents_ = materialize(EmailEvents
    | where TimeGenerated >= ago(dt_lookBack));
let TI = materialize(ThreatIntelIndicators
   //extract key part of kv pair
| extend IndicatorType = replace(@"\[|\]|\""", "", tostring(split(ObservableKey, ":", 0)))
| where IndicatorType == "url"
| extend Url = ObservableValue
| where isnotempty(Url)
| extend TrafficLightProtocolLevel = tostring(parse_json(AdditionalFields).TLPLevel)
| extend IndicatorId = tostring(split(Id, "--")[2])
    | where TimeGenerated >= ago(ioc_lookBack)
    | where (isnotempty(Url) or isnotempty(Url)) 
    | where tolower(Url) in (EmailUrls) or tolower(Url) in (EmailUrlDomains)
    | summarize LatestIndicatorTime = arg_max(TimeGenerated, *) by Id
    | where IsActive == true and ValidUntil > now());
(union
    (TI | join kind=innerunique (EmailUrlInfo_) on Url),
    (TI | join kind=innerunique (EmailUrlInfo_) on $left.Url == $right.UrlDomain))
| where EmailUrlInfo_TimeGenerated < ValidUntil
| summarize EmailUrlInfo_TimeGenerated = arg_max(EmailUrlInfo_TimeGenerated, *) by IndicatorId, Url
| extend Description = tostring(parse_json(Data).description)
| extend ActivityGroupNames = extract(@"ActivityGroup:(\S+)", 1, tostring(parse_json(Data).labels))
| project EmailUrlInfo_TimeGenerated, Description, ActivityGroupNames, IndicatorId, Type, ValidUntil, Confidence, Url, UrlDomain, UrlLocation, NetworkMessageId
| extend timestamp = EmailUrlInfo_TimeGenerated
| join kind=inner (EmailEvents_) on NetworkMessageId
| where DeliveryAction !has "Blocked"
| extend Name = tostring(split(RecipientEmailAddress, '@', 0)[0]), UPNSuffix = tostring(split(RecipientEmailAddress, '@', 1)[0])

OriginalUri: https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/Threat Intelligence (NEW)/Analytic Rules/URLEntity_EmailUrlInfo_Updated.yaml
query: |
  let dt_lookBack = 1h;
  let ioc_lookBack = 14d;
  let EmailUrlInfo_ = materialize(EmailUrlInfo
      | where isnotempty(Url)
      | where TimeGenerated >= ago(dt_lookBack)
      | extend Url = tolower(Url)
      | extend EmailUrlInfo_TimeGenerated = TimeGenerated);
  let EmailUrls = EmailUrlInfo_ | distinct Url | summarize make_list(Url);
  let EmailUrlDomains = EmailUrlInfo_ | distinct UrlDomain | summarize make_list(UrlDomain);
  let EmailEvents_ = materialize(EmailEvents
      | where TimeGenerated >= ago(dt_lookBack));
  let TI = materialize(ThreatIntelIndicators
     //extract key part of kv pair
  | extend IndicatorType = replace(@"\[|\]|\""", "", tostring(split(ObservableKey, ":", 0)))
  | where IndicatorType == "url"
  | extend Url = ObservableValue
  | where isnotempty(Url)
  | extend TrafficLightProtocolLevel = tostring(parse_json(AdditionalFields).TLPLevel)
  | extend IndicatorId = tostring(split(Id, "--")[2])
      | where TimeGenerated >= ago(ioc_lookBack)
      | where (isnotempty(Url) or isnotempty(Url)) 
      | where tolower(Url) in (EmailUrls) or tolower(Url) in (EmailUrlDomains)
      | summarize LatestIndicatorTime = arg_max(TimeGenerated, *) by Id
      | where IsActive == true and ValidUntil > now());
  (union
      (TI | join kind=innerunique (EmailUrlInfo_) on Url),
      (TI | join kind=innerunique (EmailUrlInfo_) on $left.Url == $right.UrlDomain))
  | where EmailUrlInfo_TimeGenerated < ValidUntil
  | summarize EmailUrlInfo_TimeGenerated = arg_max(EmailUrlInfo_TimeGenerated, *) by IndicatorId, Url
  | extend Description = tostring(parse_json(Data).description)
  | extend ActivityGroupNames = extract(@"ActivityGroup:(\S+)", 1, tostring(parse_json(Data).labels))
  | project EmailUrlInfo_TimeGenerated, Description, ActivityGroupNames, IndicatorId, Type, ValidUntil, Confidence, Url, UrlDomain, UrlLocation, NetworkMessageId
  | extend timestamp = EmailUrlInfo_TimeGenerated
  | join kind=inner (EmailEvents_) on NetworkMessageId
  | where DeliveryAction !has "Blocked"
  | extend Name = tostring(split(RecipientEmailAddress, '@', 0)[0]), UPNSuffix = tostring(split(RecipientEmailAddress, '@', 1)[0])  
description: |
    'This query identifies any URL indicators of compromise (IOCs) from threat intelligence (TI) by searching for matches in EmailUrlInfo.'
severity: Medium
requiredDataConnectors:
- dataTypes:
  - EmailUrlInfo
  connectorId: AzureActiveDirectory
- dataTypes:
  - ThreatIntelligenceIndicator
  connectorId: ThreatIntelligence
- dataTypes:
  - ThreatIntelligenceIndicator
  connectorId: ThreatIntelligenceTaxii
- dataTypes:
  - ThreatIntelligenceIndicator
  connectorId: MicrosoftDefenderThreatIntelligence
name: TI Map URL Entity to EmailUrlInfo
triggerThreshold: 0
tactics:
- CommandAndControl
version: 1.0.2
relevantTechniques:
- T1071
triggerOperator: gt
entityMappings:
- entityType: Account
  fieldMappings:
  - columnName: RecipientEmailAddress
    identifier: FullName
  - columnName: Name
    identifier: Name
  - columnName: UPNSuffix
    identifier: UPNSuffix
- entityType: URL
  fieldMappings:
  - columnName: Url
    identifier: Url
id: 9e32e545-e60c-47de-9941-f9ca1ada0a42
kind: Scheduled
queryFrequency: 1h
queryPeriod: 14d

{
  "$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/9e32e545-e60c-47de-9941-f9ca1ada0a42')]",
      "kind": "Scheduled",
      "name": "[concat(parameters('workspace'),'/Microsoft.SecurityInsights/9e32e545-e60c-47de-9941-f9ca1ada0a42')]",
      "properties": {
        "alertRuleTemplateName": "9e32e545-e60c-47de-9941-f9ca1ada0a42",
        "customDetails": null,
        "description": "'This query identifies any URL indicators of compromise (IOCs) from threat intelligence (TI) by searching for matches in EmailUrlInfo.'\n",
        "displayName": "TI Map URL Entity to EmailUrlInfo",
        "enabled": true,
        "entityMappings": [
          {
            "entityType": "Account",
            "fieldMappings": [
              {
                "columnName": "RecipientEmailAddress",
                "identifier": "FullName"
              },
              {
                "columnName": "Name",
                "identifier": "Name"
              },
              {
                "columnName": "UPNSuffix",
                "identifier": "UPNSuffix"
              }
            ]
          },
          {
            "entityType": "URL",
            "fieldMappings": [
              {
                "columnName": "Url",
                "identifier": "Url"
              }
            ]
          }
        ],
        "OriginalUri": "https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/Threat Intelligence (NEW)/Analytic Rules/URLEntity_EmailUrlInfo_Updated.yaml",
        "query": "let dt_lookBack = 1h;\nlet ioc_lookBack = 14d;\nlet EmailUrlInfo_ = materialize(EmailUrlInfo\n    | where isnotempty(Url)\n    | where TimeGenerated >= ago(dt_lookBack)\n    | extend Url = tolower(Url)\n    | extend EmailUrlInfo_TimeGenerated = TimeGenerated);\nlet EmailUrls = EmailUrlInfo_ | distinct Url | summarize make_list(Url);\nlet EmailUrlDomains = EmailUrlInfo_ | distinct UrlDomain | summarize make_list(UrlDomain);\nlet EmailEvents_ = materialize(EmailEvents\n    | where TimeGenerated >= ago(dt_lookBack));\nlet TI = materialize(ThreatIntelIndicators\n   //extract key part of kv pair\n| extend IndicatorType = replace(@\"\\[|\\]|\\\"\"\", \"\", tostring(split(ObservableKey, \":\", 0)))\n| where IndicatorType == \"url\"\n| extend Url = ObservableValue\n| where isnotempty(Url)\n| extend TrafficLightProtocolLevel = tostring(parse_json(AdditionalFields).TLPLevel)\n| extend IndicatorId = tostring(split(Id, \"--\")[2])\n    | where TimeGenerated >= ago(ioc_lookBack)\n    | where (isnotempty(Url) or isnotempty(Url)) \n    | where tolower(Url) in (EmailUrls) or tolower(Url) in (EmailUrlDomains)\n    | summarize LatestIndicatorTime = arg_max(TimeGenerated, *) by Id\n    | where IsActive == true and ValidUntil > now());\n(union\n    (TI | join kind=innerunique (EmailUrlInfo_) on Url),\n    (TI | join kind=innerunique (EmailUrlInfo_) on $left.Url == $right.UrlDomain))\n| where EmailUrlInfo_TimeGenerated < ValidUntil\n| summarize EmailUrlInfo_TimeGenerated = arg_max(EmailUrlInfo_TimeGenerated, *) by IndicatorId, Url\n| extend Description = tostring(parse_json(Data).description)\n| extend ActivityGroupNames = extract(@\"ActivityGroup:(\\S+)\", 1, tostring(parse_json(Data).labels))\n| project EmailUrlInfo_TimeGenerated, Description, ActivityGroupNames, IndicatorId, Type, ValidUntil, Confidence, Url, UrlDomain, UrlLocation, NetworkMessageId\n| extend timestamp = EmailUrlInfo_TimeGenerated\n| join kind=inner (EmailEvents_) on NetworkMessageId\n| where DeliveryAction !has \"Blocked\"\n| extend Name = tostring(split(RecipientEmailAddress, '@', 0)[0]), UPNSuffix = tostring(split(RecipientEmailAddress, '@', 1)[0])\n",
        "queryFrequency": "PT1H",
        "queryPeriod": "P14D",
        "severity": "Medium",
        "subTechniques": [],
        "suppressionDuration": "PT1H",
        "suppressionEnabled": false,
        "tactics": [
          "CommandAndControl"
        ],
        "techniques": [
          "T1071"
        ],
        "templateVersion": "1.0.2",
        "triggerOperator": "GreaterThan",
        "triggerThreshold": 0
      },
      "type": "Microsoft.OperationalInsights/workspaces/providers/alertRules"
    }
  ]
}