TI map Domain entity to Syslog

let dt_lookBack = 1h;  // Define the time range to look back for syslog data (1 hour)
let ioc_lookBack = 14d;  // Define the time range to look back for threat intelligence indicators (14 days)
// Create a list of top-level domains (TLDs) from the threat feed for later validation
let list_tlds = ThreatIntelligenceIndicator
  | where isnotempty(DomainName)
  | where TimeGenerated > ago(ioc_lookBack)
  | summarize LatestIndicatorTime = arg_max(TimeGenerated, *) by IndicatorId
  | where Active == true and ExpirationDateTime > now()
  | extend parts = split(DomainName, '.')
  | extend tld = parts[(array_length(parts)-1)]
  | summarize count() by tostring(tld)
  | summarize make_list(tld);
// Fetch the latest active domain indicators from the threat intelligence data within the specified time range
let Domain_Indicators = ThreatIntelIndicators
| extend IndicatorType = replace(@"\[|\]|\""", "", tostring(split(ObservableKey, ":", 0)))
| where isnotempty(IndicatorType) and IndicatorType == "domain-name"
| extend DomainName = tolower(ObservableValue)
| extend TrafficLightProtocolLevel = tostring(parse_json(AdditionalFields).TLPLevel)
  | where isnotempty(DomainName)
  | where TimeGenerated >= ago(ioc_lookBack)
  | summarize LatestIndicatorTime = arg_max(TimeGenerated, *) by Id
  | where IsActive == true and ValidUntil > now()
  | extend TI_DomainEntity = DomainName
  | extend IndicatorId = tostring(split(Id, "--")[2])
  | extend Url = iff(ObservableKey == "url:value", ObservableValue, "");
// Join the threat intelligence indicators with syslog data on matching domain entities
Domain_Indicators
| project-reorder *, IsActive, Tags, TrafficLightProtocolLevel, DomainName, Type, TI_DomainEntity
  | join kind=innerunique (
    Syslog
    | where TimeGenerated > ago(dt_lookBack)
    // Extract domain patterns from syslog messages
    | extend domain = extract("(([a-z0-9]+(-[a-z0-9]+)*\\.)+[a-z]{2,})",1, tolower(SyslogMessage))
    | where isnotempty(domain)
    | extend parts = split(domain, '.')
    // Split out the top-level domain (TLD)
    | extend tld = parts[(array_length(parts)-1)]
    // Validate parsed domain by checking if the TLD is in the list of TLDs in our threat feed
    | where tld in~ (list_tlds)
    | extend Syslog_TimeGenerated = TimeGenerated
  ) on $left.TI_DomainEntity==$right.domain
  | where Syslog_TimeGenerated < ValidUntil
  // Retrieve the latest syslog timestamp for each indicator and domain combination
  | summarize Syslog_TimeGenerated = arg_max(Syslog_TimeGenerated, *) by IndicatorId, domain
  // Select the desired columns for the final result set
  | extend ActivityGroupNames = extract(@"ActivityGroup:(\S+)", 1, tostring(parse_json(Data).labels))
  | extend Description = tostring(parse_json(Data).description)
  | project Syslog_TimeGenerated, Description, ActivityGroupNames, Id, ValidUntil, Confidence, SyslogMessage, Computer, ProcessName, domain, HostIP, Type, TI_DomainEntity, Url
  // Extract the hostname from the Computer field
  | extend HostName = tostring(split(Computer, '.', 0)[0])
  // Extract the DNS domain from the Computer field
  | extend DnsDomain = tostring(strcat_array(array_slice(split(Computer, '.'), 1, -1), '.'))
  // Assign the Syslog_TimeGenerated value to the timestamp field
  | extend timestamp = Syslog_TimeGenerated

OriginalUri: https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/Threat Intelligence (NEW)/Analytic Rules/DomainEntity_Syslog.yaml
query: |
  let dt_lookBack = 1h;  // Define the time range to look back for syslog data (1 hour)
  let ioc_lookBack = 14d;  // Define the time range to look back for threat intelligence indicators (14 days)
  // Create a list of top-level domains (TLDs) from the threat feed for later validation
  let list_tlds = ThreatIntelligenceIndicator
    | where isnotempty(DomainName)
    | where TimeGenerated > ago(ioc_lookBack)
    | summarize LatestIndicatorTime = arg_max(TimeGenerated, *) by IndicatorId
    | where Active == true and ExpirationDateTime > now()
    | extend parts = split(DomainName, '.')
    | extend tld = parts[(array_length(parts)-1)]
    | summarize count() by tostring(tld)
    | summarize make_list(tld);
  // Fetch the latest active domain indicators from the threat intelligence data within the specified time range
  let Domain_Indicators = ThreatIntelIndicators
  | extend IndicatorType = replace(@"\[|\]|\""", "", tostring(split(ObservableKey, ":", 0)))
  | where isnotempty(IndicatorType) and IndicatorType == "domain-name"
  | extend DomainName = tolower(ObservableValue)
  | extend TrafficLightProtocolLevel = tostring(parse_json(AdditionalFields).TLPLevel)
    | where isnotempty(DomainName)
    | where TimeGenerated >= ago(ioc_lookBack)
    | summarize LatestIndicatorTime = arg_max(TimeGenerated, *) by Id
    | where IsActive == true and ValidUntil > now()
    | extend TI_DomainEntity = DomainName
    | extend IndicatorId = tostring(split(Id, "--")[2])
    | extend Url = iff(ObservableKey == "url:value", ObservableValue, "");
  // Join the threat intelligence indicators with syslog data on matching domain entities
  Domain_Indicators
  | project-reorder *, IsActive, Tags, TrafficLightProtocolLevel, DomainName, Type, TI_DomainEntity
    | join kind=innerunique (
      Syslog
      | where TimeGenerated > ago(dt_lookBack)
      // Extract domain patterns from syslog messages
      | extend domain = extract("(([a-z0-9]+(-[a-z0-9]+)*\\.)+[a-z]{2,})",1, tolower(SyslogMessage))
      | where isnotempty(domain)
      | extend parts = split(domain, '.')
      // Split out the top-level domain (TLD)
      | extend tld = parts[(array_length(parts)-1)]
      // Validate parsed domain by checking if the TLD is in the list of TLDs in our threat feed
      | where tld in~ (list_tlds)
      | extend Syslog_TimeGenerated = TimeGenerated
    ) on $left.TI_DomainEntity==$right.domain
    | where Syslog_TimeGenerated < ValidUntil
    // Retrieve the latest syslog timestamp for each indicator and domain combination
    | summarize Syslog_TimeGenerated = arg_max(Syslog_TimeGenerated, *) by IndicatorId, domain
    // Select the desired columns for the final result set
    | extend ActivityGroupNames = extract(@"ActivityGroup:(\S+)", 1, tostring(parse_json(Data).labels))
    | extend Description = tostring(parse_json(Data).description)
    | project Syslog_TimeGenerated, Description, ActivityGroupNames, Id, ValidUntil, Confidence, SyslogMessage, Computer, ProcessName, domain, HostIP, Type, TI_DomainEntity, Url
    // Extract the hostname from the Computer field
    | extend HostName = tostring(split(Computer, '.', 0)[0])
    // Extract the DNS domain from the Computer field
    | extend DnsDomain = tostring(strcat_array(array_slice(split(Computer, '.'), 1, -1), '.'))
    // Assign the Syslog_TimeGenerated value to the timestamp field
    | extend timestamp = Syslog_TimeGenerated  
description: |
    Identifies a match in Syslog table from any Domain IOC from TI
severity: Medium
requiredDataConnectors:
- dataTypes:
  - Syslog
  connectorId: Syslog
- dataTypes:
  - ThreatIntelligenceIndicator
  connectorId: ThreatIntelligence
- dataTypes:
  - ThreatIntelligenceIndicator
  connectorId: ThreatIntelligenceTaxii
- dataTypes:
  - ThreatIntelligenceIndicator
  connectorId: MicrosoftDefenderThreatIntelligence
name: TI map Domain entity to Syslog
triggerThreshold: 0
tactics:
- CommandAndControl
version: 1.4.4
relevantTechniques:
- T1071
triggerOperator: gt
entityMappings:
- entityType: Host
  fieldMappings:
  - columnName: Computer
    identifier: FullName
  - columnName: HostName
    identifier: HostName
  - columnName: DnsDomain
    identifier: DnsDomain
- entityType: IP
  fieldMappings:
  - columnName: HostIP
    identifier: Address
- entityType: URL
  fieldMappings:
  - columnName: Url
    identifier: Url
id: cd19434e-10f2-4e2f-b3c1-ce6f08ac5357
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/cd19434e-10f2-4e2f-b3c1-ce6f08ac5357')]",
      "kind": "Scheduled",
      "name": "[concat(parameters('workspace'),'/Microsoft.SecurityInsights/cd19434e-10f2-4e2f-b3c1-ce6f08ac5357')]",
      "properties": {
        "alertRuleTemplateName": "cd19434e-10f2-4e2f-b3c1-ce6f08ac5357",
        "customDetails": null,
        "description": "Identifies a match in Syslog table from any Domain IOC from TI\n",
        "displayName": "TI map Domain entity to Syslog",
        "enabled": true,
        "entityMappings": [
          {
            "entityType": "Host",
            "fieldMappings": [
              {
                "columnName": "Computer",
                "identifier": "FullName"
              },
              {
                "columnName": "HostName",
                "identifier": "HostName"
              },
              {
                "columnName": "DnsDomain",
                "identifier": "DnsDomain"
              }
            ]
          },
          {
            "entityType": "IP",
            "fieldMappings": [
              {
                "columnName": "HostIP",
                "identifier": "Address"
              }
            ]
          },
          {
            "entityType": "URL",
            "fieldMappings": [
              {
                "columnName": "Url",
                "identifier": "Url"
              }
            ]
          }
        ],
        "OriginalUri": "https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/Threat Intelligence (NEW)/Analytic Rules/DomainEntity_Syslog.yaml",
        "query": "let dt_lookBack = 1h;  // Define the time range to look back for syslog data (1 hour)\nlet ioc_lookBack = 14d;  // Define the time range to look back for threat intelligence indicators (14 days)\n// Create a list of top-level domains (TLDs) from the threat feed for later validation\nlet list_tlds = ThreatIntelligenceIndicator\n  | where isnotempty(DomainName)\n  | where TimeGenerated > ago(ioc_lookBack)\n  | summarize LatestIndicatorTime = arg_max(TimeGenerated, *) by IndicatorId\n  | where Active == true and ExpirationDateTime > now()\n  | extend parts = split(DomainName, '.')\n  | extend tld = parts[(array_length(parts)-1)]\n  | summarize count() by tostring(tld)\n  | summarize make_list(tld);\n// Fetch the latest active domain indicators from the threat intelligence data within the specified time range\nlet Domain_Indicators = ThreatIntelIndicators\n| extend IndicatorType = replace(@\"\\[|\\]|\\\"\"\", \"\", tostring(split(ObservableKey, \":\", 0)))\n| where isnotempty(IndicatorType) and IndicatorType == \"domain-name\"\n| extend DomainName = tolower(ObservableValue)\n| extend TrafficLightProtocolLevel = tostring(parse_json(AdditionalFields).TLPLevel)\n  | where isnotempty(DomainName)\n  | where TimeGenerated >= ago(ioc_lookBack)\n  | summarize LatestIndicatorTime = arg_max(TimeGenerated, *) by Id\n  | where IsActive == true and ValidUntil > now()\n  | extend TI_DomainEntity = DomainName\n  | extend IndicatorId = tostring(split(Id, \"--\")[2])\n  | extend Url = iff(ObservableKey == \"url:value\", ObservableValue, \"\");\n// Join the threat intelligence indicators with syslog data on matching domain entities\nDomain_Indicators\n| project-reorder *, IsActive, Tags, TrafficLightProtocolLevel, DomainName, Type, TI_DomainEntity\n  | join kind=innerunique (\n    Syslog\n    | where TimeGenerated > ago(dt_lookBack)\n    // Extract domain patterns from syslog messages\n    | extend domain = extract(\"(([a-z0-9]+(-[a-z0-9]+)*\\\\.)+[a-z]{2,})\",1, tolower(SyslogMessage))\n    | where isnotempty(domain)\n    | extend parts = split(domain, '.')\n    // Split out the top-level domain (TLD)\n    | extend tld = parts[(array_length(parts)-1)]\n    // Validate parsed domain by checking if the TLD is in the list of TLDs in our threat feed\n    | where tld in~ (list_tlds)\n    | extend Syslog_TimeGenerated = TimeGenerated\n  ) on $left.TI_DomainEntity==$right.domain\n  | where Syslog_TimeGenerated < ValidUntil\n  // Retrieve the latest syslog timestamp for each indicator and domain combination\n  | summarize Syslog_TimeGenerated = arg_max(Syslog_TimeGenerated, *) by IndicatorId, domain\n  // Select the desired columns for the final result set\n  | extend ActivityGroupNames = extract(@\"ActivityGroup:(\\S+)\", 1, tostring(parse_json(Data).labels))\n  | extend Description = tostring(parse_json(Data).description)\n  | project Syslog_TimeGenerated, Description, ActivityGroupNames, Id, ValidUntil, Confidence, SyslogMessage, Computer, ProcessName, domain, HostIP, Type, TI_DomainEntity, Url\n  // Extract the hostname from the Computer field\n  | extend HostName = tostring(split(Computer, '.', 0)[0])\n  // Extract the DNS domain from the Computer field\n  | extend DnsDomain = tostring(strcat_array(array_slice(split(Computer, '.'), 1, -1), '.'))\n  // Assign the Syslog_TimeGenerated value to the timestamp field\n  | extend timestamp = Syslog_TimeGenerated\n",
        "queryFrequency": "PT1H",
        "queryPeriod": "P14D",
        "severity": "Medium",
        "subTechniques": [],
        "suppressionDuration": "PT1H",
        "suppressionEnabled": false,
        "tactics": [
          "CommandAndControl"
        ],
        "techniques": [
          "T1071"
        ],
        "templateVersion": "1.4.4",
        "triggerOperator": "GreaterThan",
        "triggerThreshold": 0
      },
      "type": "Microsoft.OperationalInsights/workspaces/providers/alertRules"
    }
  ]
}