TI map Email entity to AzureActivity

let dt_lookBack = 1h;
let ioc_lookBack = 14d;
let emailregex = @'^[a-zA-Z0-9_.+-]+@[a-zA-Z0-9-]+\.[a-zA-Z0-9-.]+$';
ThreatIntelligenceIndicator
//Filtering the table for Email related IOCs
| where isnotempty(EmailSenderAddress)
| where TimeGenerated >= ago(ioc_lookBack)
| summarize LatestIndicatorTime = arg_max(TimeGenerated, *) by IndicatorId
| where Active == true and ExpirationDateTime > now()
// using innerunique to keep perf fast and result set low, we only need one match to indicate potential malicious activity that needs to be investigated
| join kind=innerunique (
    AzureActivity | where TimeGenerated >= ago(dt_lookBack) and isnotempty(Caller)
    | extend Caller = tolower(Caller)
    | where Caller matches regex emailregex
    | extend AzureActivity_TimeGenerated = TimeGenerated
)
on $left.EmailSenderAddress == $right.Caller
| where AzureActivity_TimeGenerated < ExpirationDateTime
| summarize AzureActivity_TimeGenerated = arg_max(AzureActivity_TimeGenerated, *) by IndicatorId, Caller
| project AzureActivity_TimeGenerated, Description, ActivityGroupNames, IndicatorId, ThreatType, ExpirationDateTime, ConfidenceScore, Url, EmailSenderName, EmailRecipient,
EmailSourceDomain, EmailSourceIpAddress, EmailSubject, FileHashValue, FileHashType, Caller, Level, CallerIpAddress, CategoryValue, OperationNameValue, ActivityStatusValue,
ResourceGroup, SubscriptionId
| extend Name = tostring(split(Caller, '@', 0)[0]), UPNSuffix = tostring(split(Caller, '@', 1)[0])
| extend timestamp = AzureActivity_TimeGenerated

query: |
  let dt_lookBack = 1h;
  let ioc_lookBack = 14d;
  let emailregex = @'^[a-zA-Z0-9_.+-]+@[a-zA-Z0-9-]+\.[a-zA-Z0-9-.]+$';
  ThreatIntelligenceIndicator
  //Filtering the table for Email related IOCs
  | where isnotempty(EmailSenderAddress)
  | where TimeGenerated >= ago(ioc_lookBack)
  | summarize LatestIndicatorTime = arg_max(TimeGenerated, *) by IndicatorId
  | where Active == true and ExpirationDateTime > now()
  // using innerunique to keep perf fast and result set low, we only need one match to indicate potential malicious activity that needs to be investigated
  | join kind=innerunique (
      AzureActivity | where TimeGenerated >= ago(dt_lookBack) and isnotempty(Caller)
      | extend Caller = tolower(Caller)
      | where Caller matches regex emailregex
      | extend AzureActivity_TimeGenerated = TimeGenerated
  )
  on $left.EmailSenderAddress == $right.Caller
  | where AzureActivity_TimeGenerated < ExpirationDateTime
  | summarize AzureActivity_TimeGenerated = arg_max(AzureActivity_TimeGenerated, *) by IndicatorId, Caller
  | project AzureActivity_TimeGenerated, Description, ActivityGroupNames, IndicatorId, ThreatType, ExpirationDateTime, ConfidenceScore, Url, EmailSenderName, EmailRecipient,
  EmailSourceDomain, EmailSourceIpAddress, EmailSubject, FileHashValue, FileHashType, Caller, Level, CallerIpAddress, CategoryValue, OperationNameValue, ActivityStatusValue,
  ResourceGroup, SubscriptionId
  | extend Name = tostring(split(Caller, '@', 0)[0]), UPNSuffix = tostring(split(Caller, '@', 1)[0])
  | extend timestamp = AzureActivity_TimeGenerated  
name: TI map Email entity to AzureActivity
requiredDataConnectors:
- connectorId: AzureActivity
  dataTypes:
  - AzureActivity
- connectorId: ThreatIntelligence
  dataTypes:
  - ThreatIntelligenceIndicator
- connectorId: ThreatIntelligenceTaxii
  dataTypes:
  - ThreatIntelligenceIndicator
- connectorId: MicrosoftDefenderThreatIntelligence
  dataTypes:
  - ThreatIntelligenceIndicator
entityMappings:
- entityType: Account
  fieldMappings:
  - identifier: FullName
    columnName: Caller
  - identifier: Name
    columnName: Name
  - identifier: UPNSuffix
    columnName: UPNSuffix
- entityType: IP
  fieldMappings:
  - identifier: Address
    columnName: CallerIpAddress
- entityType: URL
  fieldMappings:
  - identifier: Url
    columnName: Url
description: |
    'Identifies a match in AzureActivity table from any Email IOC from TI'
kind: Scheduled
severity: Medium
triggerThreshold: 0
queryPeriod: 14d
queryFrequency: 1h
triggerOperator: gt
tactics:
- Impact
OriginalUri: https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/Threat Intelligence/Analytic Rules/EmailEntity_AzureActivity.yaml
id: cca3b4d9-ac39-4109-8b93-65bb284003e6
version: 1.2.6

{
  "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
  "contentVersion": "1.0.0.0",
  "parameters": {
    "workspace": {
      "type": "String"
    }
  },
  "resources": [
    {
      "apiVersion": "2023-02-01-preview",
      "id": "[concat(resourceId('Microsoft.OperationalInsights/workspaces/providers', parameters('workspace'), 'Microsoft.SecurityInsights'),'/alertRules/cca3b4d9-ac39-4109-8b93-65bb284003e6')]",
      "kind": "Scheduled",
      "name": "[concat(parameters('workspace'),'/Microsoft.SecurityInsights/cca3b4d9-ac39-4109-8b93-65bb284003e6')]",
      "properties": {
        "alertRuleTemplateName": "cca3b4d9-ac39-4109-8b93-65bb284003e6",
        "customDetails": null,
        "description": "'Identifies a match in AzureActivity table from any Email IOC from TI'\n",
        "displayName": "TI map Email entity to AzureActivity",
        "enabled": true,
        "entityMappings": [
          {
            "entityType": "Account",
            "fieldMappings": [
              {
                "columnName": "Caller",
                "identifier": "FullName"
              },
              {
                "columnName": "Name",
                "identifier": "Name"
              },
              {
                "columnName": "UPNSuffix",
                "identifier": "UPNSuffix"
              }
            ]
          },
          {
            "entityType": "IP",
            "fieldMappings": [
              {
                "columnName": "CallerIpAddress",
                "identifier": "Address"
              }
            ]
          },
          {
            "entityType": "URL",
            "fieldMappings": [
              {
                "columnName": "Url",
                "identifier": "Url"
              }
            ]
          }
        ],
        "OriginalUri": "https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/Threat Intelligence/Analytic Rules/EmailEntity_AzureActivity.yaml",
        "query": "let dt_lookBack = 1h;\nlet ioc_lookBack = 14d;\nlet emailregex = @'^[a-zA-Z0-9_.+-]+@[a-zA-Z0-9-]+\\.[a-zA-Z0-9-.]+$';\nThreatIntelligenceIndicator\n//Filtering the table for Email related IOCs\n| where isnotempty(EmailSenderAddress)\n| where TimeGenerated >= ago(ioc_lookBack)\n| summarize LatestIndicatorTime = arg_max(TimeGenerated, *) by IndicatorId\n| where Active == true and ExpirationDateTime > now()\n// using innerunique to keep perf fast and result set low, we only need one match to indicate potential malicious activity that needs to be investigated\n| join kind=innerunique (\n    AzureActivity | where TimeGenerated >= ago(dt_lookBack) and isnotempty(Caller)\n    | extend Caller = tolower(Caller)\n    | where Caller matches regex emailregex\n    | extend AzureActivity_TimeGenerated = TimeGenerated\n)\non $left.EmailSenderAddress == $right.Caller\n| where AzureActivity_TimeGenerated < ExpirationDateTime\n| summarize AzureActivity_TimeGenerated = arg_max(AzureActivity_TimeGenerated, *) by IndicatorId, Caller\n| project AzureActivity_TimeGenerated, Description, ActivityGroupNames, IndicatorId, ThreatType, ExpirationDateTime, ConfidenceScore, Url, EmailSenderName, EmailRecipient,\nEmailSourceDomain, EmailSourceIpAddress, EmailSubject, FileHashValue, FileHashType, Caller, Level, CallerIpAddress, CategoryValue, OperationNameValue, ActivityStatusValue,\nResourceGroup, SubscriptionId\n| extend Name = tostring(split(Caller, '@', 0)[0]), UPNSuffix = tostring(split(Caller, '@', 1)[0])\n| extend timestamp = AzureActivity_TimeGenerated\n",
        "queryFrequency": "PT1H",
        "queryPeriod": "P14D",
        "severity": "Medium",
        "suppressionDuration": "PT1H",
        "suppressionEnabled": false,
        "tactics": [
          "Impact"
        ],
        "templateVersion": "1.2.6",
        "triggerOperator": "GreaterThan",
        "triggerThreshold": 0
      },
      "type": "Microsoft.OperationalInsights/workspaces/providers/alertRules"
    }
  ]
}