Dataverse - Guest user exfiltration following Power Platform defense impairment

let query_lookback = 14d;
let query_frequncy = 1h;
let defense_evasion_events = PowerPlatformAdminActivity
    | where TimeGenerated >= ago(query_lookback)
    | where EventOriginalType == "TenantIsolationOperation"
    | mv-expand PropertyCollection
    | where PropertyCollection.Name == "powerplatform.analytics.resource.tenant.isolation_policy.enabled"
    | where PropertyCollection.Value == "False"
    | summarize
        TenantIsolationRemovalTimestamp = max(TimeGenerated)
        by SecurityDisablingUser = ActorName
    | join kind=inner (
        PowerPlatformAdminActivity
        | where TimeGenerated >= ago(query_lookback)
        | where EventOriginalType == "EnvironmentPropertyChange"
        | where PropertyCollection has "Property: SecurityGroupId, Old Value: , New Value: "
        | mv-expand PropertyCollection
        | extend
            GroupRemovalTimestamp = TimeGenerated,
            InstanceUrl = tostring(iif(PropertyCollection.Name == "powerplatform.analytics.resource.environment.url", PropertyCollection.Value, "")),
            EnvironmentId = tostring(iif(PropertyCollection.Name == "powerplatform.analytics.resource.environment.name", PropertyCollection.Value, ""))
        | summarize InstanceUrl = max(InstanceUrl), EnvironmentId = max(EnvironmentId) by GroupRemovalTimestamp, SecurityDisablingUser = ActorName)
        on SecurityDisablingUser
    | summarize
        GroupRemovalTimestamp = max(GroupRemovalTimestamp),
        TenantIsolationRemovalTimestamp = max(TenantIsolationRemovalTimestamp)
        by SecurityDisablingUser, InstanceUrl, EnvironmentId;
let exfiltration_alerts = SecurityAlert
    | where TimeGenerated >= ago(query_frequncy)
    | where Tactics has "Exfiltration"
    | where Entities has ('"AppId":32780')
    | mv-expand todynamic(Entities)
    | extend AlertUPN = iif(Entities.Type == "account", strcat(Entities.Name, "@", Entities.UPNSuffix), "")
    | extend InstanceUrl = tostring(iif(Entities.AppId == 32780, Entities.InstanceName, ""))
    | join kind=inner defense_evasion_events on InstanceUrl
    | where StartTime > TenantIsolationRemovalTimestamp and StartTime > GroupRemovalTimestamp
    | summarize InstanceUrl = max(InstanceUrl), AlertUPN = max(AlertUPN) by AlertName, SystemAlertId
    | extend AlertDetails = bag_pack("AlertName", AlertName, "SystemAlertId", SystemAlertId)
    | summarize AlertDetails = make_set(AlertDetails, 100) by AlertUPN, InstanceUrl
    | join kind=inner (
        AuditLogs
        | where OperationName == "Update user"
        | where Identity == "Microsoft Invitation Acceptance Portal"
        | mv-expand TargetResources
        | extend ModifiedProperties = TargetResources.modifiedProperties
        | mv-expand ModifiedProperties
        | where ModifiedProperties.displayName == "AcceptedAs"
        | summarize RedeemTime = max(TimeGenerated) by GuestUser = tostring(parse_json(replace_regex(tostring(ModifiedProperties.newValue), "\\r", ""))[0]))
        on $left.AlertUPN == $right.GuestUser;
defense_evasion_events
| join kind=inner exfiltration_alerts on InstanceUrl
| extend
    AccountName = tostring(split(SecurityDisablingUser, "@")[0]),
    UPNSuffix = tostring(split(SecurityDisablingUser, "@")[1]),
    GuestAccountName = tostring(split(GuestUser, "@")[0]),
    GuestUPNSuffix = tostring(split(GuestUser, "@")[0]),
    DataverseId = 32780
| project
    SecurityDisablingUser,
    GuestUser,
    AlertDetails,
    TenantIsolationRemovalTimestamp,
    GroupRemovalTimestamp,
    InstanceUrl,
    EnvironmentId,
    AccountName,
    UPNSuffix,
    GuestAccountName,
    GuestUPNSuffix,
    DataverseId

eventGroupingSettings:
  aggregationKind: SingleAlert
requiredDataConnectors:
- connectorId: PowerPlatformAdmin
  dataTypes:
  - PowerPlatformAdminActivity
- connectorId: AzureActiveDirectory
  dataTypes:
  - AuditLogs
- connectorId: AzureActiveDirectoryIdentityProtection
  dataTypes:
  - SecurityAlert
OriginalUri: https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/Microsoft Business Applications/Analytic Rules/Dataverse - Guest user exfiltration following Power Platform defense impairment.yaml
triggerThreshold: 0
status: Available
relevantTechniques:
- T1629
- T1567
queryPeriod: 14d
name: Dataverse - Guest user exfiltration following Power Platform defense impairment
entityMappings:
- entityType: Account
  fieldMappings:
  - columnName: AccountName
    identifier: Name
  - columnName: UPNSuffix
    identifier: UPNSuffix
- entityType: Account
  fieldMappings:
  - columnName: GuestAccountName
    identifier: Name
  - columnName: GuestUPNSuffix
    identifier: UPNSuffix
- entityType: CloudApplication
  fieldMappings:
  - columnName: DataverseId
    identifier: AppId
  - columnName: InstanceUrl
    identifier: InstanceName
alertDetailsOverride:
  alertDisplayNameFormat: 'Dataverse - exfiltration alerts following defense impairment in {{InstanceUrl}} '
  alertDescriptionFormat: '{{SecurityDisablingUser}} disabled Power Platform tenant isolation and removed the security group used to control access to {{{InstanceUrl}}. Exfiltration alerts associated with guest users were then detected from user {{{GuestUser}}'
customDetails:
  Environment: EnvironmentId
queryFrequency: 1h
triggerOperator: gt
kind: Scheduled
description: |
  Identifies a chain of events starting with disablement of Power Platform tenant isolation and removal of an environment's access security group. These events are correlated with Dataverse exfiltration alerts associated with the impacted environment and recently created Microsoft Entra guest users.

  Note: Activate other Dataverse analytics rules with the MITRE tactic 'Exfiltration' before enabling this rule.  
tactics:
- DefenseEvasion
- Exfiltration
severity: High
version: 3.2.0
query: |
  let query_lookback = 14d;
  let query_frequncy = 1h;
  let defense_evasion_events = PowerPlatformAdminActivity
      | where TimeGenerated >= ago(query_lookback)
      | where EventOriginalType == "TenantIsolationOperation"
      | mv-expand PropertyCollection
      | where PropertyCollection.Name == "powerplatform.analytics.resource.tenant.isolation_policy.enabled"
      | where PropertyCollection.Value == "False"
      | summarize
          TenantIsolationRemovalTimestamp = max(TimeGenerated)
          by SecurityDisablingUser = ActorName
      | join kind=inner (
          PowerPlatformAdminActivity
          | where TimeGenerated >= ago(query_lookback)
          | where EventOriginalType == "EnvironmentPropertyChange"
          | where PropertyCollection has "Property: SecurityGroupId, Old Value: , New Value: "
          | mv-expand PropertyCollection
          | extend
              GroupRemovalTimestamp = TimeGenerated,
              InstanceUrl = tostring(iif(PropertyCollection.Name == "powerplatform.analytics.resource.environment.url", PropertyCollection.Value, "")),
              EnvironmentId = tostring(iif(PropertyCollection.Name == "powerplatform.analytics.resource.environment.name", PropertyCollection.Value, ""))
          | summarize InstanceUrl = max(InstanceUrl), EnvironmentId = max(EnvironmentId) by GroupRemovalTimestamp, SecurityDisablingUser = ActorName)
          on SecurityDisablingUser
      | summarize
          GroupRemovalTimestamp = max(GroupRemovalTimestamp),
          TenantIsolationRemovalTimestamp = max(TenantIsolationRemovalTimestamp)
          by SecurityDisablingUser, InstanceUrl, EnvironmentId;
  let exfiltration_alerts = SecurityAlert
      | where TimeGenerated >= ago(query_frequncy)
      | where Tactics has "Exfiltration"
      | where Entities has ('"AppId":32780')
      | mv-expand todynamic(Entities)
      | extend AlertUPN = iif(Entities.Type == "account", strcat(Entities.Name, "@", Entities.UPNSuffix), "")
      | extend InstanceUrl = tostring(iif(Entities.AppId == 32780, Entities.InstanceName, ""))
      | join kind=inner defense_evasion_events on InstanceUrl
      | where StartTime > TenantIsolationRemovalTimestamp and StartTime > GroupRemovalTimestamp
      | summarize InstanceUrl = max(InstanceUrl), AlertUPN = max(AlertUPN) by AlertName, SystemAlertId
      | extend AlertDetails = bag_pack("AlertName", AlertName, "SystemAlertId", SystemAlertId)
      | summarize AlertDetails = make_set(AlertDetails, 100) by AlertUPN, InstanceUrl
      | join kind=inner (
          AuditLogs
          | where OperationName == "Update user"
          | where Identity == "Microsoft Invitation Acceptance Portal"
          | mv-expand TargetResources
          | extend ModifiedProperties = TargetResources.modifiedProperties
          | mv-expand ModifiedProperties
          | where ModifiedProperties.displayName == "AcceptedAs"
          | summarize RedeemTime = max(TimeGenerated) by GuestUser = tostring(parse_json(replace_regex(tostring(ModifiedProperties.newValue), "\\r", ""))[0]))
          on $left.AlertUPN == $right.GuestUser;
  defense_evasion_events
  | join kind=inner exfiltration_alerts on InstanceUrl
  | extend
      AccountName = tostring(split(SecurityDisablingUser, "@")[0]),
      UPNSuffix = tostring(split(SecurityDisablingUser, "@")[1]),
      GuestAccountName = tostring(split(GuestUser, "@")[0]),
      GuestUPNSuffix = tostring(split(GuestUser, "@")[0]),
      DataverseId = 32780
  | project
      SecurityDisablingUser,
      GuestUser,
      AlertDetails,
      TenantIsolationRemovalTimestamp,
      GroupRemovalTimestamp,
      InstanceUrl,
      EnvironmentId,
      AccountName,
      UPNSuffix,
      GuestAccountName,
      GuestUPNSuffix,
      DataverseId  
id: 39efbf4b-b347-4cc7-895e-99a868bf29ea