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-.]+$';
ThreatIntelIndicators
//Filtering the table for Email related IOCs
| extend IndicatorType = replace(@"\[|\]|\""", "", tostring(split(ObservableKey, ":", 0)))
| where isnotempty(IndicatorType) and IndicatorType == "email-addr"
| extend EmailSenderAddress = ObservableValue
| extend EmailSourceDomain = substring(EmailSenderAddress, indexof(EmailSenderAddress, "@") + 1, strlen(EmailSenderAddress) - indexof(EmailSenderAddress, "@") - 1)
| extend Url = iff(ObservableKey == "url:value", ObservableValue, "")
| extend TrafficLightProtocolLevel = tostring(parse_json(AdditionalFields).TLPLevel)
| where isnotempty(EmailSenderAddress)
| where TimeGenerated >= ago(ioc_lookBack)
| summarize LatestIndicatorTime = arg_max(TimeGenerated, *) by Id
| where IsActive == true and ValidUntil > now()
| project-reorder *, IsActive, TrafficLightProtocolLevel, EmailSenderAddress, EmailSourceDomain, Type
// 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 < ValidUntil
| summarize AzureActivity_TimeGenerated = arg_max(AzureActivity_TimeGenerated, *) by Id, Caller
| extend Description = tostring(parse_json(Data).description)
| extend ActivityGroupNames = extract(@"ActivityGroup:(\S+)", 1, tostring(parse_json(Data).labels))
| project AzureActivity_TimeGenerated, Description, ActivityGroupNames, Id, ValidUntil, Confidence, EmailSenderAddress,
EmailSourceDomain, Caller, CallerIpAddress, Url//, FileHashValue, FileHashType, Level, CategoryValue, OperationNameValue, ActivityStatusValue,
//ResourceGroup, SubscriptionId
| extend Name = tostring(split(Caller, '@', 0)[0]), UPNSuffix = tostring(split(Caller, '@', 1)[0])
| extend timestamp = AzureActivity_TimeGenerated

OriginalUri: https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/Threat Intelligence (NEW)/Analytic Rules/EmailEntity_AzureActivity.yaml
query: |
  let dt_lookBack = 1h;
  let ioc_lookBack = 14d;
  let emailregex = @'^[a-zA-Z0-9_.+-]+@[a-zA-Z0-9-]+\.[a-zA-Z0-9-.]+$';
  ThreatIntelIndicators
  //Filtering the table for Email related IOCs
  | extend IndicatorType = replace(@"\[|\]|\""", "", tostring(split(ObservableKey, ":", 0)))
  | where isnotempty(IndicatorType) and IndicatorType == "email-addr"
  | extend EmailSenderAddress = ObservableValue
  | extend EmailSourceDomain = substring(EmailSenderAddress, indexof(EmailSenderAddress, "@") + 1, strlen(EmailSenderAddress) - indexof(EmailSenderAddress, "@") - 1)
  | extend Url = iff(ObservableKey == "url:value", ObservableValue, "")
  | extend TrafficLightProtocolLevel = tostring(parse_json(AdditionalFields).TLPLevel)
  | where isnotempty(EmailSenderAddress)
  | where TimeGenerated >= ago(ioc_lookBack)
  | summarize LatestIndicatorTime = arg_max(TimeGenerated, *) by Id
  | where IsActive == true and ValidUntil > now()
  | project-reorder *, IsActive, TrafficLightProtocolLevel, EmailSenderAddress, EmailSourceDomain, Type
  // 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 < ValidUntil
  | summarize AzureActivity_TimeGenerated = arg_max(AzureActivity_TimeGenerated, *) by Id, Caller
  | extend Description = tostring(parse_json(Data).description)
  | extend ActivityGroupNames = extract(@"ActivityGroup:(\S+)", 1, tostring(parse_json(Data).labels))
  | project AzureActivity_TimeGenerated, Description, ActivityGroupNames, Id, ValidUntil, Confidence, EmailSenderAddress,
  EmailSourceDomain, Caller, CallerIpAddress, Url//, FileHashValue, FileHashType, Level, CategoryValue, OperationNameValue, ActivityStatusValue,
  //ResourceGroup, SubscriptionId
  | extend Name = tostring(split(Caller, '@', 0)[0]), UPNSuffix = tostring(split(Caller, '@', 1)[0])
  | extend timestamp = AzureActivity_TimeGenerated  
description: |
    'Identifies a match in AzureActivity table from any Email IOC from TI'
severity: Medium
requiredDataConnectors:
- dataTypes:
  - AzureActivity
  connectorId: AzureActivity
- dataTypes:
  - ThreatIntelligenceIndicator
  connectorId: ThreatIntelligence
- dataTypes:
  - ThreatIntelligenceIndicator
  connectorId: ThreatIntelligenceTaxii
- dataTypes:
  - ThreatIntelligenceIndicator
  connectorId: MicrosoftDefenderThreatIntelligence
name: TI map Email entity to AzureActivity
triggerThreshold: 0
tactics:
- InitialAccess
version: 1.2.8
relevantTechniques:
- T1566
triggerOperator: gt
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
id: a9a4d1ee-0f52-4a1f-8def-a2fb4462104c
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/a9a4d1ee-0f52-4a1f-8def-a2fb4462104c')]",
      "kind": "Scheduled",
      "name": "[concat(parameters('workspace'),'/Microsoft.SecurityInsights/a9a4d1ee-0f52-4a1f-8def-a2fb4462104c')]",
      "properties": {
        "alertRuleTemplateName": "a9a4d1ee-0f52-4a1f-8def-a2fb4462104c",
        "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 (NEW)/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-.]+$';\nThreatIntelIndicators\n//Filtering the table for Email related IOCs\n| extend IndicatorType = replace(@\"\\[|\\]|\\\"\"\", \"\", tostring(split(ObservableKey, \":\", 0)))\n| where isnotempty(IndicatorType) and IndicatorType == \"email-addr\"\n| extend EmailSenderAddress = ObservableValue\n| extend EmailSourceDomain = substring(EmailSenderAddress, indexof(EmailSenderAddress, \"@\") + 1, strlen(EmailSenderAddress) - indexof(EmailSenderAddress, \"@\") - 1)\n| extend Url = iff(ObservableKey == \"url:value\", ObservableValue, \"\")\n| extend TrafficLightProtocolLevel = tostring(parse_json(AdditionalFields).TLPLevel)\n| where isnotempty(EmailSenderAddress)\n| where TimeGenerated >= ago(ioc_lookBack)\n| summarize LatestIndicatorTime = arg_max(TimeGenerated, *) by Id\n| where IsActive == true and ValidUntil > now()\n| project-reorder *, IsActive, TrafficLightProtocolLevel, EmailSenderAddress, EmailSourceDomain, Type\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 < ValidUntil\n| summarize AzureActivity_TimeGenerated = arg_max(AzureActivity_TimeGenerated, *) by Id, Caller\n| extend Description = tostring(parse_json(Data).description)\n| extend ActivityGroupNames = extract(@\"ActivityGroup:(\\S+)\", 1, tostring(parse_json(Data).labels))\n| project AzureActivity_TimeGenerated, Description, ActivityGroupNames, Id, ValidUntil, Confidence, EmailSenderAddress,\nEmailSourceDomain, Caller, CallerIpAddress, Url//, FileHashValue, FileHashType, Level, CategoryValue, OperationNameValue, ActivityStatusValue,\n//ResourceGroup, 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",
        "subTechniques": [],
        "suppressionDuration": "PT1H",
        "suppressionEnabled": false,
        "tactics": [
          "InitialAccess"
        ],
        "techniques": [
          "T1566"
        ],
        "templateVersion": "1.2.8",
        "triggerOperator": "GreaterThan",
        "triggerThreshold": 0
      },
      "type": "Microsoft.OperationalInsights/workspaces/providers/alertRules"
    }
  ]
}