Detection rules › Kusto

TI map Email entity to PaloAlto CommonSecurityLog

Severity
medium
Time window
14d
Group by
DestinationUserID, EmailSenderAddress, IndicatorId
Source
github.com/Azure/Azure-Sentinel

'Identifies a match in CommonSecurityLog table from any Email IOC from TI'

MITRE ATT&CK coverage

TacticTechniques
Initial AccessT1566 Phishing

Rule body kusto

id: ffcd575b-3d54-482a-a6d8-d0de13b6ac63
name: TI map Email entity to PaloAlto CommonSecurityLog
description: |
  'Identifies a match in CommonSecurityLog table from any Email IOC from TI'
severity: Medium
requiredDataConnectors:
  - connectorId: PaloAltoNetworks
    dataTypes:
      - CommonSecurityLog
  - connectorId: ThreatIntelligence
    dataTypes:
      - ThreatIntelligenceIndicator
  - connectorId: ThreatIntelligenceTaxii
    dataTypes:
      - ThreatIntelligenceIndicator
  - connectorId: MicrosoftDefenderThreatIntelligence
    dataTypes:
      - ThreatIntelligenceIndicator
queryFrequency: 1h
queryPeriod: 14d
triggerOperator: gt
triggerThreshold: 0
tactics:
  - InitialAccess
relevantTechniques:
  - T1566
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 (
      CommonSecurityLog | where TimeGenerated >= ago(dt_lookBack) and isnotempty(DestinationUserID)
      // Filtering PAN Logs for specific event type to match relevant email entities
      | where DeviceVendor == "Palo Alto Networks" and  DeviceEventClassID == "wildfire" and ApplicationProtocol in ("smtp","pop3")
      | extend DestinationUserID = tolower(DestinationUserID)
      | where DestinationUserID matches regex emailregex
      | extend CommonSecurityLog_TimeGenerated = TimeGenerated
  )
  on $left.EmailSenderAddress == $right.DestinationUserID
  | where CommonSecurityLog_TimeGenerated < ExpirationDateTime
  | summarize CommonSecurityLog_TimeGenerated = arg_max(CommonSecurityLog_TimeGenerated, *) by IndicatorId, DestinationUserID
  | project CommonSecurityLog_TimeGenerated, Description, ActivityGroupNames, IndicatorId, ThreatType, Url, ExpirationDateTime, ConfidenceScore, EmailSenderName, EmailRecipient,
  EmailSourceDomain, EmailSourceIpAddress, EmailSubject, FileHashValue, FileHashType, DestinationUserID, DeviceEventClassID, LogSeverity, DeviceAction, SourceIP, SourcePort,
  DestinationIP, DestinationPort, Protocol, ApplicationProtocol
  | extend timestamp = CommonSecurityLog_TimeGenerated
entityMappings:
  - entityType: Account
    fieldMappings:
      - identifier: Name
        columnName: DestinationUserID
  - entityType: IP
    fieldMappings:
      - identifier: Address
        columnName: SourceIP
  - entityType: URL
    fieldMappings:
      - identifier: Url
        columnName: Url
version: 1.2.6
kind: Scheduled

Stages and Predicates

Parameters

let dt_lookBack = 1h;
let ioc_lookBack = 14d;
let emailregex = @'^[a-zA-Z0-9_.+-]+@[a-zA-Z0-9-]+\.[a-zA-Z0-9-.]+$';

Stage 1: source

ThreatIntelligenceIndicator

Stage 2: where

| where isnotempty(EmailSenderAddress)

Stage 3: where

| where TimeGenerated >= ago(ioc_lookBack)

Stage 4: summarize

| summarize LatestIndicatorTime = arg_max(TimeGenerated, *) by IndicatorId

Stage 5: where

| where Active == true and ExpirationDateTime > now()

Stage 6: join

| join kind=innerunique (
    CommonSecurityLog | where TimeGenerated >= ago(dt_lookBack) and isnotempty(DestinationUserID)
    | where DeviceVendor == "Palo Alto Networks" and  DeviceEventClassID == "wildfire" and ApplicationProtocol in ("smtp","pop3")
    | extend DestinationUserID = tolower(DestinationUserID)
    | where DestinationUserID matches regex emailregex
    | extend CommonSecurityLog_TimeGenerated = TimeGenerated
)
on $left.EmailSenderAddress == $right.DestinationUserID

Stage 7: where

| where CommonSecurityLog_TimeGenerated < ExpirationDateTime

Stage 8: summarize

| summarize CommonSecurityLog_TimeGenerated = arg_max(CommonSecurityLog_TimeGenerated, *) by IndicatorId, DestinationUserID

Stage 9: project

| project CommonSecurityLog_TimeGenerated, Description, ActivityGroupNames, IndicatorId, ThreatType, Url, ExpirationDateTime, ConfidenceScore, EmailSenderName, EmailRecipient,
EmailSourceDomain, EmailSourceIpAddress, EmailSubject, FileHashValue, FileHashType, DestinationUserID, DeviceEventClassID, LogSeverity, DeviceAction, SourceIP, SourcePort,
DestinationIP, DestinationPort, Protocol, ApplicationProtocol

Stage 10: extend

| extend timestamp = CommonSecurityLog_TimeGenerated

Indicators

Each row is a field, operator, and value that the rule matches. The corpus column counts how many other rules in the catalog look for the same combination: high numbers point to widely-used, community-vetted indicators. Blank or 1 shows that the indicator is specific to this rule.

FieldKindValues
Activeeq
  • true transforms: cased
ApplicationProtocolin
  • pop3 transforms: cased
  • smtp transforms: cased
CommonSecurityLog_TimeGeneratedlt
  • ExpirationDateTime transforms: cased
DestinationUserIDis_not_null
  • (no value, null check)
DestinationUserIDregex_match
  • ^[a-zA-Z0-9_.+-]+@[a-zA-Z0-9-]+.[a-zA-Z0-9-.]+$
DeviceEventClassIDeq
  • wildfire transforms: cased
DeviceVendoreq
  • Palo Alto Networks transforms: cased
EmailSenderAddressis_not_null
  • (no value, null check)

Output fields

Fields the rule emits when it matches. Chronicle authors list these in the outcome block; they appear on the detection and $risk_score drives alerting. Sentinel / Defender XDR rules build them up through project / summarize / extend stages. Sentinel maps these into alert fields via entityMappings and customDetails; Defender XDR custom detections surface them as alert fields directly.

FieldSource
ActivityGroupNamesproject
ApplicationProtocolproject
CommonSecurityLog_TimeGeneratedproject
ConfidenceScoreproject
Descriptionproject
DestinationIPproject
DestinationPortproject
DestinationUserIDproject
DeviceActionproject
DeviceEventClassIDproject
EmailRecipientproject
EmailSenderNameproject
EmailSourceDomainproject
EmailSourceIpAddressproject
EmailSubjectproject
ExpirationDateTimeproject
FileHashTypeproject
FileHashValueproject
IndicatorIdproject
LogSeverityproject
Protocolproject
SourceIPproject
SourcePortproject
ThreatTypeproject
Urlproject
timestampextend