Lookout - Device Compliance and Security Status Changes (v2)

Status: available
Severity: medium
Time window: 30m
Source: github.com/Azure/Azure-Sentinel

'Monitors device compliance status changes and security posture degradation using Lookout Mobile Risk API v2 enhanced device fields. Detects devices becoming non-compliant, security status changes, and potential device compromise indicators with detailed device context and MDM integration data.'

MITRE ATT&CK coverage

Tactic	Techniques
Defense Evasion	`T1629` Impair Defenses, `T1655` Masquerading
Discovery	`T1418` Software Discovery

Rule body kusto

id: 9c5b6d8f-3a02-4e9b-af4c-2d7e9b1f5a8c
name: Lookout - Device Compliance and Security Status Changes (v2)
description: |
  'Monitors device compliance status changes and security posture degradation using Lookout Mobile Risk API v2 enhanced device fields. Detects devices becoming non-compliant, security status changes, and potential device compromise indicators with detailed device context and MDM integration data.'
severity: Medium
status: Available
requiredDataConnectors:
  - connectorId: LookoutAPI
    dataTypes:
      - LookoutEvents
queryFrequency: 10m
queryPeriod: 30m
triggerOperator: gt
triggerThreshold: 0
tactics:
  - Discovery
  - DefenseEvasion
  - Persistence
relevantTechniques:
  - T1418
  - T1629
  - T1655
query: |
  LookoutEvents
  | where EventType == "DEVICE"
  | where DeviceComplianceStatus in ("Non-Compliant", "Partial") 
     or DeviceSecurityStatus in ("THREATS_HIGH", "THREATS_MEDIUM")
     or ChangeType == "UPDATE"
  | extend 
      DeviceRiskScore = case(
          DeviceSecurityStatus == "THREATS_HIGH", 9,
          DeviceSecurityStatus == "THREATS_MEDIUM", 6,
          DeviceSecurityStatus == "THREATS_LOW", 3,
          DeviceComplianceStatus == "Non-Compliant", 7,
          DeviceComplianceStatus == "Partial", 4,
          1
      ),
      ComplianceReason = case(
          isempty(DeviceCheckinTime), "No Recent Check-in",
          DeviceActivationStatus != "ACTIVE", "Inactive Device",
          isempty(ClientLookoutSDKVersion), "Missing Security Client",
          "Configuration Issue"
      ),
      PlatformRisk = case(
          DevicePlatform == "ANDROID" and DeviceOSVersion matches regex @"^[1-9]\..*", "Outdated Android",
          DevicePlatform == "IOS" and DeviceOSVersion matches regex @"^1[0-4]\..*", "Outdated iOS",
          DevicePlatform == "UNKNOWN", "Unknown Platform",
          "Current"
      )
  | extend MDMIntegrationStatus = case(
      isnotempty(MDMConnectorId) and isnotempty(MDMExternalId), "Fully Integrated",
      isnotempty(MDMConnectorId), "Partial Integration", 
      "Not Integrated"
  )
  | extend SecurityPosture = case(
      DeviceRiskScore >= 8, "Critical",
      DeviceRiskScore >= 6, "High",
      DeviceRiskScore >= 4, "Medium",
      "Low"
  )
  | project
      TimeGenerated,
      EventId,
      DeviceGuid,
      DevicePlatform,
      DeviceOSVersion,
      DeviceManufacturer,
      DeviceModel,
      DeviceEmailAddress,
      DeviceActivationStatus,
      DeviceSecurityStatus,
      DeviceComplianceStatus,
      DeviceRiskScore,
      SecurityPosture,
      ComplianceReason,
      PlatformRisk,
      DeviceCheckinTime,
      DeviceActivatedAt,
      DeviceDeactivatedAt,
      DeviceGroupGuid,
      ClientLookoutSDKVersion,
      ClientOTAVersion,
      ClientPackageName,
      ClientPackageVersion,
      MDMConnectorId,
      MDMConnectorUuid,
      MDMExternalId,
      MDMIntegrationStatus,
      ActorType,
      ActorGuid,
      ChangeType
entityMappings:
  - entityType: Account
    fieldMappings:
      - identifier: FullName
        columnName: DeviceEmailAddress
  - entityType: Host
    fieldMappings:
      - identifier: HostName
        columnName: DeviceGuid
      - identifier: OSFamily
        columnName: DevicePlatform
      - identifier: OSVersion
        columnName: DeviceOSVersion
customDetails:
  DevicePlatform: DevicePlatform
  DeviceSecStatus: DeviceSecurityStatus
  DevCompliance: DeviceComplianceStatus
  DeviceRiskScore: DeviceRiskScore
  SecurityPosture: SecurityPosture
  ComplianceReason: ComplianceReason
  PlatformRisk: PlatformRisk
  MDMIntegration: MDMIntegrationStatus
  ClientSDKVersion: ClientLookoutSDKVersion
  DeviceManufacturer: DeviceManufacturer
  DeviceModel: DeviceModel
alertDetailsOverride:
  alertDisplayNameFormat: "Device Compliance Issue: {{SecurityPosture}} Risk on {{DevicePlatform}} Device"
  alertDescriptionFormat: "{{SecurityPosture}} posture with {{DeviceComplianceStatus}} compliance"
  alertTacticsColumnName: SecurityPosture
  alertSeverityColumnName: SecurityPosture
incidentConfiguration:
  createIncident: true
  groupingConfiguration:
    enabled: true
    reopenClosedIncident: false
    lookbackDuration: P1D
    matchingMethod: Selected
    groupByEntities:
      - Account
      - Host
    groupByAlertDetails:
      - DeviceGuid
    groupByCustomDetails:
      - SecurityPosture
      - DevicePlatform
eventGroupingSettings:
  aggregationKind: AlertPerResult
suppressionEnabled: false
suppressionDuration: PT30M
version: 2.0.3
kind: Scheduled

Stages and Predicates

Stage 1: `source`

LookoutEvents

Stage 2: `where`

| where EventType == "DEVICE"

Stage 3: `where`

| where DeviceComplianceStatus in ("Non-Compliant", "Partial") 
   or DeviceSecurityStatus in ("THREATS_HIGH", "THREATS_MEDIUM")
   or ChangeType == "UPDATE"

Stage 4: `extend` (3 consecutive steps)

| extend 
    DeviceRiskScore = case(
        DeviceSecurityStatus == "THREATS_HIGH", 9,
        DeviceSecurityStatus == "THREATS_MEDIUM", 6,
        DeviceSecurityStatus == "THREATS_LOW", 3,
        DeviceComplianceStatus == "Non-Compliant", 7,
        DeviceComplianceStatus == "Partial", 4,
        1
    ),
    ComplianceReason = case(
        isempty(DeviceCheckinTime), "No Recent Check-in",
        DeviceActivationStatus != "ACTIVE", "Inactive Device",
        isempty(ClientLookoutSDKVersion), "Missing Security Client",
        "Configuration Issue"
    ),
    PlatformRisk = case(
        DevicePlatform == "ANDROID" and DeviceOSVersion matches regex @"^[1-9]\..*", "Outdated Android",
        DevicePlatform == "IOS" and DeviceOSVersion matches regex @"^1[0-4]\..*", "Outdated iOS",
        DevicePlatform == "UNKNOWN", "Unknown Platform",
        "Current"
    )
| extend MDMIntegrationStatus = case(
    isnotempty(MDMConnectorId) and isnotempty(MDMExternalId), "Fully Integrated",
    isnotempty(MDMConnectorId), "Partial Integration", 
    "Not Integrated"
)
| extend SecurityPosture = case(
    DeviceRiskScore >= 8, "Critical",
    DeviceRiskScore >= 6, "High",
    DeviceRiskScore >= 4, "Medium",
    "Low"
)

ComplianceReason =

ifisempty(DeviceCheckinTime)"No Recent Check-in"

elifDeviceActivationStatus != "ACTIVE""Inactive Device"

elifisempty(ClientLookoutSDKVersion)"Missing Security Client"

else"Configuration Issue"

DeviceRiskScore =

ifDeviceSecurityStatus == "THREATS_HIGH"9

elifDeviceSecurityStatus == "THREATS_MEDIUM"6

elifDeviceSecurityStatus == "THREATS_LOW"3

elifDeviceComplianceStatus == "Non-Compliant"7

elifDeviceComplianceStatus == "Partial"4

else1

PlatformRisk =

ifDevicePlatform == "ANDROID" and DeviceOSVersion matches regex @"^[1-9]\..*""Outdated Android"

elifDevicePlatform == "IOS" and DeviceOSVersion matches regex @"^1[0-4]\..*""Outdated iOS"

elifDevicePlatform == "UNKNOWN""Unknown Platform"

else"Current"

Stage 5: `project`

| project
    TimeGenerated,
    EventId,
    DeviceGuid,
    DevicePlatform,
    DeviceOSVersion,
    DeviceManufacturer,
    DeviceModel,
    DeviceEmailAddress,
    DeviceActivationStatus,
    DeviceSecurityStatus,
    DeviceComplianceStatus,
    DeviceRiskScore,
    SecurityPosture,
    ComplianceReason,
    PlatformRisk,
    DeviceCheckinTime,
    DeviceActivatedAt,
    DeviceDeactivatedAt,
    DeviceGroupGuid,
    ClientLookoutSDKVersion,
    ClientOTAVersion,
    ClientPackageName,
    ClientPackageVersion,
    MDMConnectorId,
    MDMConnectorUuid,
    MDMExternalId,
    MDMIntegrationStatus,
    ActorType,
    ActorGuid,
    ChangeType

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.

Field	Kind	Values
`ChangeType`	eq	`UPDATE` transforms: `cased`
`DeviceComplianceStatus`	in	`Non-Compliant` transforms: `cased` `Partial` transforms: `cased`
`DeviceSecurityStatus`	in	`THREATS_HIGH` transforms: `cased` `THREATS_MEDIUM` transforms: `cased`
`EventType`	eq	`DEVICE` transforms: `cased`

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.

Field	Source
`ActorGuid`	`project`
`ActorType`	`project`
`ChangeType`	`project`
`ClientLookoutSDKVersion`	`project`
`ClientOTAVersion`	`project`
`ClientPackageName`	`project`
`ClientPackageVersion`	`project`
`ComplianceReason`	`project`
`DeviceActivatedAt`	`project`
`DeviceActivationStatus`	`project`
`DeviceCheckinTime`	`project`
`DeviceComplianceStatus`	`project`
`DeviceDeactivatedAt`	`project`
`DeviceEmailAddress`	`project`
`DeviceGroupGuid`	`project`
`DeviceGuid`	`project`
`DeviceManufacturer`	`project`
`DeviceModel`	`project`
`DeviceOSVersion`	`project`
`DevicePlatform`	`project`
`DeviceRiskScore`	`project`
`DeviceSecurityStatus`	`project`
`EventId`	`project`
`MDMConnectorId`	`project`
`MDMConnectorUuid`	`project`
`MDMExternalId`	`project`
`MDMIntegrationStatus`	`project`
`PlatformRisk`	`project`
`SecurityPosture`	`project`
`TimeGenerated`	`project`

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`d` / `u`	Half-page down / up
`gg` / `G`	Top / bottom
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`f`	Follow link (`Shift` = new tab)
`/`	Focus search
`?`	Toggle this help
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`Enter`	Open highlighted result
`Esc`	Close results / dialog

`type:`	`events` / `rules` / `providers`
`vendor:`	`sigma` / `elastic` / `splunk` / `kusto` / `chronicle` (vendor name alone also works: `sigma:`, `kql:`, `secops:`…)
`tactic:`	TA-id, slug, or name: `credential_access`, `TA0006`
`technique:`	technique or sub-technique ID: `T1003`, `T1003.001` (alias `tech:`)
`severity:`	`critical` / `high` / `medium` / `low` / `informational` (alias `sev:`)
`risk_score`	Numeric comparison on the Elastic risk score (0 to 100): `risk_score>50`, `risk_score<=20`, `risk_score=99` (alias `risk`; Elastic rules only)
`stages:`	Rules with exactly N pipeline stages
`correlation:`	`single_event` / `sequence` / `alternatives` / `alternatives_cross_log` / `all_required` / `correlated`
`with:`	Co-occurrence event-id; stacks (`with:4624 with:4769`) to require all, while a comma list in one occurrence (`with:4624,4769`) is an either-or group. Implies multi-event
`like:`	Structural neighbors of a rule slug (equivalents + subsumption stricter / broader): `like:comsvcs_lsass_memory_dump-splunk-sysmon`
`groupby:`	Entity-grouping substring match against `group_by_keys`: `groupby:user`, `groupby:host`
`uses:`	Rules whose predicate tree touches the field (any kind, any value): `uses:CommandLine`
`excludes:`	Rules with top-level `not()` clauses on the field (FP whitelists): `excludes:ParentImage`
`field:` / `value:`	Predicate search; narrows rule cards to those with a matching leaf and drives the indicator tier. Unquoted = substring, wildcards allowed (`value:mimikatz`)
`indicator:`	Shorthand for `field:F value:V`: `indicator:Image=*\powershell.exe`
`kind:`	Filter by predicate kind. Narrows rule cards to those carrying a matching predicate leaf (`vendor:elastic kind:cidr_match`) and drives the indicator tier: `contains` / `starts_with` / `ends_with` / `regex` / `cidr` / `eq` / `in` … (operator aliases `op:`/`match:`)
`has:` / `no:`	`sample`, `field`, `notes`, `refs`, `trace`, `thirdparty`, `rule`, `pattern`, `timewindow`, `threshold`, `newterms`, `sigma`/`elastic`/`splunk`/`kusto`/`chronicle`
`-op:val`	Exclude matches; works on most operators but not `type:`/`like:`/`has:`/`no:` (use `no:<flag>` to exclude a rule flag): `tactic:execution -vendor:splunk`. Standalone `-kind:`/`-field:`/`-value:` drop every rule carrying a matching predicate leaf (`type:rules -kind:is_null`)
`field:"…"` / `value:"…"`	Quoted value = anchored exact match (also allows spaces): `value:"net user"`
`a,b`	Comma = OR inside one operator (`vendor:sigma,elastic`, `severity:high,critical`); repeating a facet merges the same way. `field:`/`value:` never split (literal commas)
`vendors:` / `stage:`	Singular and plural spellings fold to the canonical operator and value: `tactics:` = `tactic:`, `type:event` = `type:events`, `correlation:sequences` = `correlation:sequence`, `has:thresholds` = `has:threshold`
`"quoted phrase"`	Exact-match a multi-word phrase (free text)

Lookout - Device Compliance and Security Status Changes (v2)

MITRE ATT&CK coverage

Rule body kusto

Stages and Predicates

Stage 1: `source`

Stage 2: `where`

Stage 3: `where`

Stage 4: `extend` (3 consecutive steps)

Stage 5: `project`

Indicators

Output fields

Keyboard shortcuts

Search operators

Lookout - Device Compliance and Security Status Changes (v2)

MITRE ATT&CK coverage

Rule body kusto

Stages and Predicates

Stage 1: source

Stage 2: where

Stage 3: where

Stage 4: extend (3 consecutive steps)

Stage 5: project

Indicators

Output fields

Stage 1: `source`

Stage 2: `where`

Stage 3: `where`

Stage 4: `extend` (3 consecutive steps)

Stage 5: `project`