Distributed Password cracking attempts in Microsoft Entra ID

let s_threshold = 30;
let l_threshold = 3;
let aadFunc = (tableName:string){
table(tableName)
| where OperationName =~ "Sign-in activity"
// Error codes that we want to look at as they are related to the use of incorrect password.
| where ResultType in ("50126", "50053" , "50055", "50056")
| extend DeviceDetail = todynamic(DeviceDetail), Status = todynamic(DeviceDetail), LocationDetails = todynamic(LocationDetails)
| extend OS = DeviceDetail.operatingSystem, Browser = DeviceDetail.browser
| extend StatusCode = tostring(Status.errorCode), StatusDetails = tostring(Status.additionalDetails)
| extend LocationString = strcat(tostring(LocationDetails.countryOrRegion), "/", tostring(LocationDetails.state), "/", tostring(LocationDetails.city))
| summarize StartTime = min(TimeGenerated), EndTime = max(TimeGenerated), LocationCount=dcount(LocationString), Location = make_set(LocationString,100),
IPAddress = make_set(IPAddress,100), IPAddressCount = dcount(IPAddress), AppDisplayName = make_set(AppDisplayName,100), ResultDescription = make_set(ResultDescription,50),
Browser = make_set(Browser,20), OS = make_set(OS,20), SigninCount = count() by UserPrincipalName, Type
// Setting a generic threshold - Can be different for different environment
| where SigninCount > s_threshold and LocationCount >= l_threshold
| extend Location = tostring(Location), IPAddress = tostring(IPAddress), AppDisplayName = tostring(AppDisplayName), ResultDescription = tostring(ResultDescription), Browser = tostring(Browser), OS = tostring(OS)
| extend Name = tostring(split(UserPrincipalName,'@',0)[0]), UPNSuffix = tostring(split(UserPrincipalName,'@',1)[0])};
let aadSignin = aadFunc("SigninLogs");
let aadNonInt = aadFunc("AADNonInteractiveUserSignInLogs");
union isfuzzy=true aadSignin, aadNonInt

triggerOperator: gt
queryFrequency: 1d
description: |
  'Identifies distributed password cracking attempts from the Microsoft Entra ID SigninLogs.
  The query looks for unusually high number of failed password attempts coming from multiple locations for a user account.
  References: https://docs.microsoft.com/azure/active-directory/reports-monitoring/reference-sign-ins-error-codes
  50053   Account is locked because the user tried to sign in too many times with an incorrect user ID or password.
  50055   Invalid password, entered expired password.
  50056   Invalid or null password - Password does not exist in store for this user.
  50126   Invalid username or password, or invalid on-premises username or password.'  
status: Available
kind: Scheduled
triggerThreshold: 0
requiredDataConnectors:
- connectorId: AzureActiveDirectory
  dataTypes:
  - SigninLogs
- connectorId: AzureActiveDirectory
  dataTypes:
  - AADNonInteractiveUserSignInLogs
version: 1.0.4
queryPeriod: 1d
name: Distributed Password cracking attempts in Microsoft Entra ID
OriginalUri: https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/Microsoft Entra ID/Analytic Rules/DistribPassCrackAttempt.yaml
id: bfb1c90f-8006-4325-98be-c7fffbc254d6
tactics:
- CredentialAccess
relevantTechniques:
- T1110
severity: Medium
entityMappings:
- fieldMappings:
  - identifier: FullName
    columnName: UserPrincipalName
  - identifier: Name
    columnName: Name
  - identifier: UPNSuffix
    columnName: UPNSuffix
  entityType: Account
- fieldMappings:
  - identifier: Address
    columnName: IPAddress
  entityType: IP
query: |
  let s_threshold = 30;
  let l_threshold = 3;
  let aadFunc = (tableName:string){
  table(tableName)
  | where OperationName =~ "Sign-in activity"
  // Error codes that we want to look at as they are related to the use of incorrect password.
  | where ResultType in ("50126", "50053" , "50055", "50056")
  | extend DeviceDetail = todynamic(DeviceDetail), Status = todynamic(DeviceDetail), LocationDetails = todynamic(LocationDetails)
  | extend OS = DeviceDetail.operatingSystem, Browser = DeviceDetail.browser
  | extend StatusCode = tostring(Status.errorCode), StatusDetails = tostring(Status.additionalDetails)
  | extend LocationString = strcat(tostring(LocationDetails.countryOrRegion), "/", tostring(LocationDetails.state), "/", tostring(LocationDetails.city))
  | summarize StartTime = min(TimeGenerated), EndTime = max(TimeGenerated), LocationCount=dcount(LocationString), Location = make_set(LocationString,100),
  IPAddress = make_set(IPAddress,100), IPAddressCount = dcount(IPAddress), AppDisplayName = make_set(AppDisplayName,100), ResultDescription = make_set(ResultDescription,50),
  Browser = make_set(Browser,20), OS = make_set(OS,20), SigninCount = count() by UserPrincipalName, Type
  // Setting a generic threshold - Can be different for different environment
  | where SigninCount > s_threshold and LocationCount >= l_threshold
  | extend Location = tostring(Location), IPAddress = tostring(IPAddress), AppDisplayName = tostring(AppDisplayName), ResultDescription = tostring(ResultDescription), Browser = tostring(Browser), OS = tostring(OS)
  | extend Name = tostring(split(UserPrincipalName,'@',0)[0]), UPNSuffix = tostring(split(UserPrincipalName,'@',1)[0])};
  let aadSignin = aadFunc("SigninLogs");
  let aadNonInt = aadFunc("AADNonInteractiveUserSignInLogs");
  union isfuzzy=true aadSignin, aadNonInt  

{
  "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
  "contentVersion": "1.0.0.0",
  "parameters": {
    "workspace": {
      "type": "String"
    }
  },
  "resources": [
    {
      "apiVersion": "2023-02-01-preview",
      "id": "[concat(resourceId('Microsoft.OperationalInsights/workspaces/providers', parameters('workspace'), 'Microsoft.SecurityInsights'),'/alertRules/bfb1c90f-8006-4325-98be-c7fffbc254d6')]",
      "kind": "Scheduled",
      "name": "[concat(parameters('workspace'),'/Microsoft.SecurityInsights/bfb1c90f-8006-4325-98be-c7fffbc254d6')]",
      "properties": {
        "alertRuleTemplateName": "bfb1c90f-8006-4325-98be-c7fffbc254d6",
        "customDetails": null,
        "description": "'Identifies distributed password cracking attempts from the Microsoft Entra ID SigninLogs.\nThe query looks for unusually high number of failed password attempts coming from multiple locations for a user account.\nReferences: https://docs.microsoft.com/azure/active-directory/reports-monitoring/reference-sign-ins-error-codes\n50053   Account is locked because the user tried to sign in too many times with an incorrect user ID or password.\n50055   Invalid password, entered expired password.\n50056   Invalid or null password - Password does not exist in store for this user.\n50126   Invalid username or password, or invalid on-premises username or password.'\n",
        "displayName": "Distributed Password cracking attempts in Microsoft Entra ID",
        "enabled": true,
        "entityMappings": [
          {
            "entityType": "Account",
            "fieldMappings": [
              {
                "columnName": "UserPrincipalName",
                "identifier": "FullName"
              },
              {
                "columnName": "Name",
                "identifier": "Name"
              },
              {
                "columnName": "UPNSuffix",
                "identifier": "UPNSuffix"
              }
            ]
          },
          {
            "entityType": "IP",
            "fieldMappings": [
              {
                "columnName": "IPAddress",
                "identifier": "Address"
              }
            ]
          }
        ],
        "OriginalUri": "https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/Microsoft Entra ID/Analytic Rules/DistribPassCrackAttempt.yaml",
        "query": "let s_threshold = 30;\nlet l_threshold = 3;\nlet aadFunc = (tableName:string){\ntable(tableName)\n| where OperationName =~ \"Sign-in activity\"\n// Error codes that we want to look at as they are related to the use of incorrect password.\n| where ResultType in (\"50126\", \"50053\" , \"50055\", \"50056\")\n| extend DeviceDetail = todynamic(DeviceDetail), Status = todynamic(DeviceDetail), LocationDetails = todynamic(LocationDetails)\n| extend OS = DeviceDetail.operatingSystem, Browser = DeviceDetail.browser\n| extend StatusCode = tostring(Status.errorCode), StatusDetails = tostring(Status.additionalDetails)\n| extend LocationString = strcat(tostring(LocationDetails.countryOrRegion), \"/\", tostring(LocationDetails.state), \"/\", tostring(LocationDetails.city))\n| summarize StartTime = min(TimeGenerated), EndTime = max(TimeGenerated), LocationCount=dcount(LocationString), Location = make_set(LocationString,100),\nIPAddress = make_set(IPAddress,100), IPAddressCount = dcount(IPAddress), AppDisplayName = make_set(AppDisplayName,100), ResultDescription = make_set(ResultDescription,50),\nBrowser = make_set(Browser,20), OS = make_set(OS,20), SigninCount = count() by UserPrincipalName, Type\n// Setting a generic threshold - Can be different for different environment\n| where SigninCount > s_threshold and LocationCount >= l_threshold\n| extend Location = tostring(Location), IPAddress = tostring(IPAddress), AppDisplayName = tostring(AppDisplayName), ResultDescription = tostring(ResultDescription), Browser = tostring(Browser), OS = tostring(OS)\n| extend Name = tostring(split(UserPrincipalName,'@',0)[0]), UPNSuffix = tostring(split(UserPrincipalName,'@',1)[0])};\nlet aadSignin = aadFunc(\"SigninLogs\");\nlet aadNonInt = aadFunc(\"AADNonInteractiveUserSignInLogs\");\nunion isfuzzy=true aadSignin, aadNonInt\n",
        "queryFrequency": "P1D",
        "queryPeriod": "P1D",
        "severity": "Medium",
        "status": "Available",
        "suppressionDuration": "PT1H",
        "suppressionEnabled": false,
        "tactics": [
          "CredentialAccess"
        ],
        "techniques": [
          "T1110"
        ],
        "templateVersion": "1.0.4",
        "triggerOperator": "GreaterThan",
        "triggerThreshold": 0
      },
      "type": "Microsoft.OperationalInsights/workspaces/providers/alertRules"
    }
  ]
}