Malformed user agent

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Id	a357535e-f722-4afe-b375-cff362b2b376
Rulename	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
Tactics	InitialAccess CommandAndControl Execution
Techniques	T1189 T1071 T1203
Required data connectors	AWS AzureActiveDirectory AzureMonitor(IIS) Office365 WAF
Kind	Scheduled
Query frequency	1d
Query period	1d
Trigger threshold	0
Trigger operator	gt
Source Uri	https://github.com/Azure/Azure-Sentinel/blob/master/Detections/MultipleDataSources/MalformedUserAgents.yaml
Version	1.0.6
Arm template	a357535e-f722-4afe-b375-cff362b2b376.json

KQL

(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]

YAML

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.'
version: 1.0.6
queryFrequency: 1d
triggerThreshold: 0
tactics:
- InitialAccess
- CommandAndControl
- Execution
queryPeriod: 1d
OriginalUri: https://github.com/Azure/Azure-Sentinel/blob/master/Detections/MultipleDataSources/MalformedUserAgents.yaml
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]  
id: a357535e-f722-4afe-b375-cff362b2b376
name: Malformed user agent
triggerOperator: gt
severity: Medium
metadata:
  author:
    name: Microsoft Security Research
  categories:
    domains:
    - Security - Threat Protection
  support:
    tier: Community
  source:
    kind: Community
kind: Scheduled
entityMappings:
- fieldMappings:
  - columnName: Account
    identifier: FullName
  - columnName: AccountName
    identifier: Name
  - columnName: UPNSuffix
    identifier: UPNSuffix
  entityType: Account
- fieldMappings:
  - columnName: SourceIP
    identifier: Address
  entityType: IP
relevantTechniques:
- T1189
- T1071
- T1203
requiredDataConnectors:
- dataTypes:
  - AzureDiagnostics
  connectorId: WAF
- dataTypes:
  - OfficeActivity
  connectorId: Office365
- dataTypes:
  - SigninLogs
  connectorId: AzureActiveDirectory
- dataTypes:
  - AADNonInteractiveUserSignInLogs
  connectorId: AzureActiveDirectory
- dataTypes:
  - AWSCloudTrail
  connectorId: AWS
- dataTypes:
  - W3CIISLog
  connectorId: AzureMonitor(IIS)

ARM