TI map Domain entity to EmailEvents

let dt_lookBack = 1h;
let ioc_lookBack = 14d;
let EmailEvents_ = materialize(EmailEvents | where isnotempty(RecipientEmailAddress) and isnotempty(SenderFromAddress) and TimeGenerated >= ago(dt_lookBack) and DeliveryAction !has "Blocked" | project-rename  EmailEvents_TimeGenerated = TimeGenerated | extend SenderFromDomain = tolower(SenderFromDomain) | extend RecipientEmailDomain = tolower(tostring(split(RecipientEmailAddress, '@', 1))));
let SenderDomains = EmailEvents_ | distinct  SenderFromDomain | summarize make_list(SenderFromDomain);
let RecipientDomains = EmailEvents_ | distinct  RecipientEmailDomain | summarize make_list(RecipientEmailDomain);
let TI = materialize(ThreatIntelIndicators
| where TimeGenerated >= ago(ioc_lookBack)
| extend IndicatorType = replace(@"\[|\]|\""", "", tostring(split(ObservableKey, ":", 0)))
| where isnotempty(IndicatorType) and IndicatorType == "domain-name"
| extend DomainName = tolower(ObservableValue)
| extend TI_DomainEntity = DomainName
| extend TrafficLightProtocolLevel = tostring(parse_json(AdditionalFields).TLPLevel)
| extend IndicatorId = tostring(split(Id, "--")[2])
| where isnotempty(DomainName)
| extend TI_Domain = tolower(DomainName)
| where TI_Domain in (SenderDomains) or TI_Domain in (RecipientDomains)
| summarize LatestIndicatorTime = arg_max(TimeGenerated, *) by Id
| where IsActive == true and ValidUntil > now()
| extend Description = tostring(parse_json(Data).description)
| where Description !contains_cs "State: inactive;" and Description !contains_cs "State: falsepos;");
(union
  (TI | join kind=innerunique (EmailEvents_) on $left.TI_Domain == $right.SenderFromDomain),
  (TI | join kind=innerunique (EmailEvents_) on $left.TI_Domain == $right.RecipientEmailDomain))
| where EmailEvents_TimeGenerated < ValidUntil
| extend ActivityGroupNames = extract("ActivityGroup:([^,]+)", 1, tostring(parse_json(Data).labels))
| summarize EmailEvents_TimeGenerated = arg_max(EmailEvents_TimeGenerated, *) by Id, RecipientEmailAddress
| project EmailEvents_TimeGenerated, Description, ActivityGroupNames, Id, ValidUntil, Confidence, DomainName, RecipientEmailAddress, SenderFromAddress, Subject, ConfidenceLevel, Type, TI_Domain, TrafficLightProtocolLevel, DeliveryAction, DeliveryLocation, EmailDirection
| extend Name = tostring(split(RecipientEmailAddress, '@', 0)[0]), UPNSuffix = tostring(split(RecipientEmailAddress, '@', 1)[0])
| extend timestamp = EmailEvents_TimeGenerated

OriginalUri: https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/Threat Intelligence (NEW)/Analytic Rules/DomainEntity_EmailEvents_Updated.yaml
query: |
  let dt_lookBack = 1h;
  let ioc_lookBack = 14d;
  let EmailEvents_ = materialize(EmailEvents | where isnotempty(RecipientEmailAddress) and isnotempty(SenderFromAddress) and TimeGenerated >= ago(dt_lookBack) and DeliveryAction !has "Blocked" | project-rename  EmailEvents_TimeGenerated = TimeGenerated | extend SenderFromDomain = tolower(SenderFromDomain) | extend RecipientEmailDomain = tolower(tostring(split(RecipientEmailAddress, '@', 1))));
  let SenderDomains = EmailEvents_ | distinct  SenderFromDomain | summarize make_list(SenderFromDomain);
  let RecipientDomains = EmailEvents_ | distinct  RecipientEmailDomain | summarize make_list(RecipientEmailDomain);
  let TI = materialize(ThreatIntelIndicators
  | where TimeGenerated >= ago(ioc_lookBack)
  | extend IndicatorType = replace(@"\[|\]|\""", "", tostring(split(ObservableKey, ":", 0)))
  | where isnotempty(IndicatorType) and IndicatorType == "domain-name"
  | extend DomainName = tolower(ObservableValue)
  | extend TI_DomainEntity = DomainName
  | extend TrafficLightProtocolLevel = tostring(parse_json(AdditionalFields).TLPLevel)
  | extend IndicatorId = tostring(split(Id, "--")[2])
  | where isnotempty(DomainName)
  | extend TI_Domain = tolower(DomainName)
  | where TI_Domain in (SenderDomains) or TI_Domain in (RecipientDomains)
  | summarize LatestIndicatorTime = arg_max(TimeGenerated, *) by Id
  | where IsActive == true and ValidUntil > now()
  | extend Description = tostring(parse_json(Data).description)
  | where Description !contains_cs "State: inactive;" and Description !contains_cs "State: falsepos;");
  (union
    (TI | join kind=innerunique (EmailEvents_) on $left.TI_Domain == $right.SenderFromDomain),
    (TI | join kind=innerunique (EmailEvents_) on $left.TI_Domain == $right.RecipientEmailDomain))
  | where EmailEvents_TimeGenerated < ValidUntil
  | extend ActivityGroupNames = extract("ActivityGroup:([^,]+)", 1, tostring(parse_json(Data).labels))
  | summarize EmailEvents_TimeGenerated = arg_max(EmailEvents_TimeGenerated, *) by Id, RecipientEmailAddress
  | project EmailEvents_TimeGenerated, Description, ActivityGroupNames, Id, ValidUntil, Confidence, DomainName, RecipientEmailAddress, SenderFromAddress, Subject, ConfidenceLevel, Type, TI_Domain, TrafficLightProtocolLevel, DeliveryAction, DeliveryLocation, EmailDirection
  | extend Name = tostring(split(RecipientEmailAddress, '@', 0)[0]), UPNSuffix = tostring(split(RecipientEmailAddress, '@', 1)[0])
  | extend timestamp = EmailEvents_TimeGenerated  
description: |
    Identifies a match in EmailEvents table from any Domain IOC from TI
severity: Medium
requiredDataConnectors:
- dataTypes:
  - EmailEvents
  connectorId: Office365
- dataTypes:
  - ThreatIntelligenceIndicator
  connectorId: ThreatIntelligence
- dataTypes:
  - ThreatIntelligenceIndicator
  connectorId: ThreatIntelligenceTaxii
- dataTypes:
  - ThreatIntelligenceIndicator
  connectorId: MicrosoftDefenderThreatIntelligence
name: TI map Domain entity to EmailEvents
triggerThreshold: 0
tactics:
- InitialAccess
version: 1.0.2
relevantTechniques:
- T1566
triggerOperator: gt
entityMappings:
- entityType: Account
  fieldMappings:
  - columnName: RecipientEmailAddress
    identifier: FullName
  - columnName: Name
    identifier: Name
  - columnName: UPNSuffix
    identifier: UPNSuffix
id: bc3bb047-70b8-4a4b-ac21-e3b1172881a4
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/bc3bb047-70b8-4a4b-ac21-e3b1172881a4')]",
      "kind": "Scheduled",
      "name": "[concat(parameters('workspace'),'/Microsoft.SecurityInsights/bc3bb047-70b8-4a4b-ac21-e3b1172881a4')]",
      "properties": {
        "alertRuleTemplateName": "bc3bb047-70b8-4a4b-ac21-e3b1172881a4",
        "customDetails": null,
        "description": "Identifies a match in EmailEvents table from any Domain IOC from TI\n",
        "displayName": "TI map Domain entity to EmailEvents",
        "enabled": true,
        "entityMappings": [
          {
            "entityType": "Account",
            "fieldMappings": [
              {
                "columnName": "RecipientEmailAddress",
                "identifier": "FullName"
              },
              {
                "columnName": "Name",
                "identifier": "Name"
              },
              {
                "columnName": "UPNSuffix",
                "identifier": "UPNSuffix"
              }
            ]
          }
        ],
        "OriginalUri": "https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/Threat Intelligence (NEW)/Analytic Rules/DomainEntity_EmailEvents_Updated.yaml",
        "query": "let dt_lookBack = 1h;\nlet ioc_lookBack = 14d;\nlet EmailEvents_ = materialize(EmailEvents | where isnotempty(RecipientEmailAddress) and isnotempty(SenderFromAddress) and TimeGenerated >= ago(dt_lookBack) and DeliveryAction !has \"Blocked\" | project-rename  EmailEvents_TimeGenerated = TimeGenerated | extend SenderFromDomain = tolower(SenderFromDomain) | extend RecipientEmailDomain = tolower(tostring(split(RecipientEmailAddress, '@', 1))));\nlet SenderDomains = EmailEvents_ | distinct  SenderFromDomain | summarize make_list(SenderFromDomain);\nlet RecipientDomains = EmailEvents_ | distinct  RecipientEmailDomain | summarize make_list(RecipientEmailDomain);\nlet TI = materialize(ThreatIntelIndicators\n| where TimeGenerated >= ago(ioc_lookBack)\n| extend IndicatorType = replace(@\"\\[|\\]|\\\"\"\", \"\", tostring(split(ObservableKey, \":\", 0)))\n| where isnotempty(IndicatorType) and IndicatorType == \"domain-name\"\n| extend DomainName = tolower(ObservableValue)\n| extend TI_DomainEntity = DomainName\n| extend TrafficLightProtocolLevel = tostring(parse_json(AdditionalFields).TLPLevel)\n| extend IndicatorId = tostring(split(Id, \"--\")[2])\n| where isnotempty(DomainName)\n| extend TI_Domain = tolower(DomainName)\n| where TI_Domain in (SenderDomains) or TI_Domain in (RecipientDomains)\n| summarize LatestIndicatorTime = arg_max(TimeGenerated, *) by Id\n| where IsActive == true and ValidUntil > now()\n| extend Description = tostring(parse_json(Data).description)\n| where Description !contains_cs \"State: inactive;\" and Description !contains_cs \"State: falsepos;\");\n(union\n  (TI | join kind=innerunique (EmailEvents_) on $left.TI_Domain == $right.SenderFromDomain),\n  (TI | join kind=innerunique (EmailEvents_) on $left.TI_Domain == $right.RecipientEmailDomain))\n| where EmailEvents_TimeGenerated < ValidUntil\n| extend ActivityGroupNames = extract(\"ActivityGroup:([^,]+)\", 1, tostring(parse_json(Data).labels))\n| summarize EmailEvents_TimeGenerated = arg_max(EmailEvents_TimeGenerated, *) by Id, RecipientEmailAddress\n| project EmailEvents_TimeGenerated, Description, ActivityGroupNames, Id, ValidUntil, Confidence, DomainName, RecipientEmailAddress, SenderFromAddress, Subject, ConfidenceLevel, Type, TI_Domain, TrafficLightProtocolLevel, DeliveryAction, DeliveryLocation, EmailDirection\n| extend Name = tostring(split(RecipientEmailAddress, '@', 0)[0]), UPNSuffix = tostring(split(RecipientEmailAddress, '@', 1)[0])\n| extend timestamp = EmailEvents_TimeGenerated\n",
        "queryFrequency": "PT1H",
        "queryPeriod": "P14D",
        "severity": "Medium",
        "subTechniques": [],
        "suppressionDuration": "PT1H",
        "suppressionEnabled": false,
        "tactics": [
          "InitialAccess"
        ],
        "techniques": [
          "T1566"
        ],
        "templateVersion": "1.0.2",
        "triggerOperator": "GreaterThan",
        "triggerThreshold": 0
      },
      "type": "Microsoft.OperationalInsights/workspaces/providers/alertRules"
    }
  ]
}