Detections/MultipleDataSources/MalformedUserAgents.yaml

id: a357535e-f722-4afe-b375-cff362b2b376
name: Malformed user agent
description: |
  'Malware authors will sometimes hardcode user agent string values when writing the network communication component of their malware. Malformed user agents can be an indication of such malware.'
severity: Medium
requiredDataConnectors:
  - connectorId: WAF
    dataTypes:
      - AzureDiagnostics
  - connectorId: Office365
    dataTypes:
      - OfficeActivity
  - connectorId: AzureActiveDirectory
    dataTypes:
      - SigninLogs
  - connectorId: AzureActiveDirectory
    dataTypes:
      - AADNonInteractiveUserSignInLogs
  - connectorId: AWS
    dataTypes:
      - AWSCloudTrail
  - connectorId: AzureMonitor(IIS)
    dataTypes:
      - W3CIISLog
queryFrequency: 1d
queryPeriod: 1d
triggerOperator: gt
triggerThreshold: 0
tactics:
  - InitialAccess
  - CommandAndControl
  - Execution
relevantTechniques:
  - T1189
  - T1071
  - T1203
query: |
  (union isfuzzy=true
  (OfficeActivity | where UserAgent != ""),
  (OfficeActivity
  | where RecordType in ("AzureActiveDirectory", "AzureActiveDirectoryStsLogon")
  | extend OperationName = Operation
  | parse ExtendedProperties with * 'User-Agent\\":\\"' UserAgent2 '\\' *
  | parse ExtendedProperties with * 'UserAgent",      "Value": "' UserAgent1 '"' *
  | where isnotempty(UserAgent1) or isnotempty(UserAgent2)
  | extend UserAgent = iff( RecordType == 'AzureActiveDirectoryStsLogon', UserAgent1, UserAgent2)
  | summarize StartTime = min(TimeGenerated), EndTime = max(TimeGenerated) by UserAgent, SourceIP = ClientIP, Account = UserId, Type, RecordType, Operation
  ),
  (AzureDiagnostics
  | where ResourceType =~ "APPLICATIONGATEWAYS"
  | where OperationName =~ "ApplicationGatewayAccess"
  | extend ClientIP = columnifexists("clientIP_s", "None"), UserAgent = columnifexists("userAgent_s", "None")
  | where UserAgent != '-'
  | summarize StartTime = min(TimeGenerated), EndTime = max(TimeGenerated) by UserAgent, SourceIP = ClientIP,  requestUri_s, httpMethod_s, host_s, requestQuery_s, Type
  ),
  (
  W3CIISLog
  | where isnotempty(csUserAgent)
  | summarize StartTime = min(TimeGenerated), EndTime = max(TimeGenerated) by UserAgent = csUserAgent, SourceIP = cIP, Account = csUserName, Type, sSiteName, csMethod, csUriStem
  ),
  (
  AWSCloudTrail
  | where isnotempty(UserAgent)
  | summarize StartTime = min(TimeGenerated), EndTime = max(TimeGenerated) by UserAgent, SourceIP = SourceIpAddress, Account = UserIdentityUserName, Type, EventSource, EventName
  ),
  (SigninLogs
  | where isnotempty(UserAgent)
  | summarize StartTime = min(TimeGenerated), EndTime = max(TimeGenerated) by UserAgent, SourceIP = IPAddress, Account = UserPrincipalName, Type, OperationName, tostring(LocationDetails), tostring(DeviceDetail), AppDisplayName, ClientAppUsed
  ),
  (AADNonInteractiveUserSignInLogs
  | where isnotempty(UserAgent)
  | summarize StartTime = min(TimeGenerated), EndTime = max(TimeGenerated) by UserAgent, SourceIP = IPAddress, Account = UserPrincipalName, Type, OperationName, tostring(LocationDetails), tostring(DeviceDetail), AppDisplayName, ClientAppUsed
  )
  )
  // Likely artefact of hardcoding
  | where UserAgent startswith "User" or UserAgent startswith '\"'
  // Incorrect casing
  or (UserAgent startswith "Mozilla" and not(UserAgent contains_cs "Mozilla"))
  // Incorrect casing
  or UserAgent contains_cs  "(Compatible;"
  // Missing MSIE version
  or UserAgent matches regex @"MSIE\s?;"
  // Incorrect spacing around MSIE version
  or UserAgent matches regex  @"MSIE(?:\d|.{1,5}?\d\s;)"
  | extend AccountName = split(Account, "@")[0], UPNSuffix = split(Account, "@")[1]
entityMappings:
  - entityType: Account
    fieldMappings:
      - identifier: FullName
        columnName: Account
      - identifier: Name
        columnName: AccountName
      - identifier: UPNSuffix
        columnName: UPNSuffix
  - entityType: IP
    fieldMappings:
      - identifier: Address
        columnName: SourceIP
version: 1.0.6
kind: Scheduled
metadata:
    source:
        kind: Community
    author:
        name: Microsoft Security Research
    support:
        tier: Community
    categories:
        domains: [ "Security - Threat Protection" ]