Multiple Password Reset by user

let selfServicePasswordReset = dynamic(["Self-service password reset flow activity progress", "Change password (self-service)", "Reset password (self-service)"]); 
//Self-service password reset flow activity progress is typically caused by a password policy which requires users to rotate passwords. This operation already implies the user has signed in successfully and therefore the password reset is non-malicious.
let PerUserThreshold = 5;
let TotalThreshold = 100;
let action = dynamic(["change", "changed", "reset"]);
let pWord = dynamic(["password", "credentials"]);
let PasswordResetMultiDataSource =
(union isfuzzy=true
(//Password reset events
//4723: An attempt was made to change an account's password
//4724: An attempt was made to reset an accounts password
SecurityEvent
| where EventID in ("4723","4724")
| project TimeGenerated, Computer, AccountType, Account, Type, TargetUserName),
(//Password reset events
//4723: An attempt was made to change an account's password
//4724: An attempt was made to reset an accounts password
WindowsEvent
| where EventID in ("4723","4724")
| extend SubjectUserSid = tostring(EventData.SubjectUserSid)
| extend TargetUserName = tostring(EventData.TargetUserName)
| extend Account =  strcat(tostring(EventData.SubjectDomainName),"\\", tostring(EventData.SubjectUserName))
| extend AccountType=case(Account endswith "$" or SubjectUserSid in ("S-1-5-18", "S-1-5-19", "S-1-5-20"), "Machine", isempty(SubjectUserSid), "", "User")
| project TimeGenerated, Computer, AccountType, Account, Type, TargetUserName),
(//Azure Active Directory Password reset events
AuditLogs
| where OperationName has_any (pWord) and OperationName has_any (action) and Result =~ "success"
| where OperationName !in (selfServicePasswordReset)
| mv-apply TargetResource = TargetResources on 
  (
      where TargetResource.type =~ "User"
      | extend AccountType = tostring(TargetResource.type),
               Account = tostring(TargetResource.userPrincipalName),
               TargetUserName = tolower(tostring(TargetResource.displayName))
  )
| project TimeGenerated, AccountType, Account, Computer = "", Type),
(//OfficeActive ActiveDirectory Password reset events
OfficeActivity
| where OfficeWorkload == "AzureActiveDirectory"
| where (ExtendedProperties has_any (pWord) or ModifiedProperties has_any (pWord)) and (ExtendedProperties has_any (action) or ModifiedProperties has_any (action))
| extend AccountType = UserType, Account = OfficeObjectId
| project TimeGenerated, AccountType, Account, Type, Computer = ""),
(// Unix syslog password reset events
Syslog
| where Facility in ("auth","authpriv")
| where SyslogMessage has_any (pWord) and SyslogMessage has_any (action)
| extend AccountType = iif(SyslogMessage contains "root", "Root", "Non-Root")
| where SyslogMessage matches regex ".*password changed for.*"
| parse SyslogMessage with * "password changed for" Account
| project TimeGenerated, AccountType, Account, Computer = HostName, Type)
);
let pwrmd = PasswordResetMultiDataSource
| project TimeGenerated, Computer, AccountType, Account, Type, TargetUserName;
(union isfuzzy=true
(pwrmd
| summarize StartTimeUtc = min(TimeGenerated), EndTimeUtc = max(TimeGenerated), Computerlist = make_set(Computer, 25), AccountType = make_set(AccountType, 25), Computer = arg_max(Computer , TimeGenerated), TargetUserList = make_set(TargetUserName, 25), TargetUserName = arg_max(TargetUserName, TimeGenerated), Total=count() by Account, Type
| where Total > PerUserThreshold
| extend ResetPivot = "PerUserReset"),
(pwrmd
| summarize StartTimeUtc = min(TimeGenerated), EndTimeUtc = max(TimeGenerated), ComputerList = make_set(Computer, 25), AccountList = make_set(Account, 25), AccountType = make_set(AccountType, 25), Computer = arg_max(Computer , TimeGenerated), TargetUserList = make_set(TargetUserName, 25), TargetUserName = arg_max(TargetUserName, TimeGenerated), Total=count() by Type
| where Total > TotalThreshold
| extend ResetPivot = "TotalUserReset")
)
| extend timestamp = StartTimeUtc, HostName = tostring(split(Computer, '.', 0)[0]), DnsDomain = tostring(strcat_array(array_slice(split(Computer, '.'), 1, -1), '.')), Name = tostring(split(Account, '@', 0)[0]), UPNSuffix = tostring(split(Account, '@', 1)[0]), TargetName = tostring(split(TargetUserName,'@',0)[0]), TargetUPNSuffix = tostring(split(TargetUserName,'@',1)[0])

severity: Low
name: Multiple Password Reset by user
requiredDataConnectors:
- dataTypes:
  - AuditLogs
  connectorId: AzureActiveDirectory
- dataTypes:
  - SecurityEvent
  connectorId: SecurityEvents
- dataTypes:
  - Syslog
  connectorId: Syslog
- dataTypes:
  - OfficeActivity
  connectorId: Office365
- dataTypes:
  - SecurityEvents
  connectorId: WindowsSecurityEvents
- dataTypes:
  - WindowsEvent
  connectorId: WindowsForwardedEvents
id: 0b9ae89d-8cad-461c-808f-0494f70ad5c4
tactics:
- InitialAccess
- CredentialAccess
queryFrequency: 1d
triggerOperator: gt
metadata:
  author:
    name: Shain
  support:
    tier: Community
  categories:
    domains:
    - Security - Others
    - Identity
  source:
    kind: Community
OriginalUri: https://github.com/Azure/Azure-Sentinel/blob/master/Detections/MultipleDataSources/MultiplePasswordresetsbyUser.yaml
description: |
  'This query will determine multiple password resets by user across multiple data sources.
  Account manipulation including password reset may aid adversaries in maintaining access to credentials
  and certain permission levels within an environment.'  
triggerThreshold: 0
kind: Scheduled
relevantTechniques:
- T1078
- T1110
query: |
  let selfServicePasswordReset = dynamic(["Self-service password reset flow activity progress", "Change password (self-service)", "Reset password (self-service)"]); 
  //Self-service password reset flow activity progress is typically caused by a password policy which requires users to rotate passwords. This operation already implies the user has signed in successfully and therefore the password reset is non-malicious.
  let PerUserThreshold = 5;
  let TotalThreshold = 100;
  let action = dynamic(["change", "changed", "reset"]);
  let pWord = dynamic(["password", "credentials"]);
  let PasswordResetMultiDataSource =
  (union isfuzzy=true
  (//Password reset events
  //4723: An attempt was made to change an account's password
  //4724: An attempt was made to reset an accounts password
  SecurityEvent
  | where EventID in ("4723","4724")
  | project TimeGenerated, Computer, AccountType, Account, Type, TargetUserName),
  (//Password reset events
  //4723: An attempt was made to change an account's password
  //4724: An attempt was made to reset an accounts password
  WindowsEvent
  | where EventID in ("4723","4724")
  | extend SubjectUserSid = tostring(EventData.SubjectUserSid)
  | extend TargetUserName = tostring(EventData.TargetUserName)
  | extend Account =  strcat(tostring(EventData.SubjectDomainName),"\\", tostring(EventData.SubjectUserName))
  | extend AccountType=case(Account endswith "$" or SubjectUserSid in ("S-1-5-18", "S-1-5-19", "S-1-5-20"), "Machine", isempty(SubjectUserSid), "", "User")
  | project TimeGenerated, Computer, AccountType, Account, Type, TargetUserName),
  (//Azure Active Directory Password reset events
  AuditLogs
  | where OperationName has_any (pWord) and OperationName has_any (action) and Result =~ "success"
  | where OperationName !in (selfServicePasswordReset)
  | mv-apply TargetResource = TargetResources on 
    (
        where TargetResource.type =~ "User"
        | extend AccountType = tostring(TargetResource.type),
                 Account = tostring(TargetResource.userPrincipalName),
                 TargetUserName = tolower(tostring(TargetResource.displayName))
    )
  | project TimeGenerated, AccountType, Account, Computer = "", Type),
  (//OfficeActive ActiveDirectory Password reset events
  OfficeActivity
  | where OfficeWorkload == "AzureActiveDirectory"
  | where (ExtendedProperties has_any (pWord) or ModifiedProperties has_any (pWord)) and (ExtendedProperties has_any (action) or ModifiedProperties has_any (action))
  | extend AccountType = UserType, Account = OfficeObjectId
  | project TimeGenerated, AccountType, Account, Type, Computer = ""),
  (// Unix syslog password reset events
  Syslog
  | where Facility in ("auth","authpriv")
  | where SyslogMessage has_any (pWord) and SyslogMessage has_any (action)
  | extend AccountType = iif(SyslogMessage contains "root", "Root", "Non-Root")
  | where SyslogMessage matches regex ".*password changed for.*"
  | parse SyslogMessage with * "password changed for" Account
  | project TimeGenerated, AccountType, Account, Computer = HostName, Type)
  );
  let pwrmd = PasswordResetMultiDataSource
  | project TimeGenerated, Computer, AccountType, Account, Type, TargetUserName;
  (union isfuzzy=true
  (pwrmd
  | summarize StartTimeUtc = min(TimeGenerated), EndTimeUtc = max(TimeGenerated), Computerlist = make_set(Computer, 25), AccountType = make_set(AccountType, 25), Computer = arg_max(Computer , TimeGenerated), TargetUserList = make_set(TargetUserName, 25), TargetUserName = arg_max(TargetUserName, TimeGenerated), Total=count() by Account, Type
  | where Total > PerUserThreshold
  | extend ResetPivot = "PerUserReset"),
  (pwrmd
  | summarize StartTimeUtc = min(TimeGenerated), EndTimeUtc = max(TimeGenerated), ComputerList = make_set(Computer, 25), AccountList = make_set(Account, 25), AccountType = make_set(AccountType, 25), Computer = arg_max(Computer , TimeGenerated), TargetUserList = make_set(TargetUserName, 25), TargetUserName = arg_max(TargetUserName, TimeGenerated), Total=count() by Type
  | where Total > TotalThreshold
  | extend ResetPivot = "TotalUserReset")
  )
  | extend timestamp = StartTimeUtc, HostName = tostring(split(Computer, '.', 0)[0]), DnsDomain = tostring(strcat_array(array_slice(split(Computer, '.'), 1, -1), '.')), Name = tostring(split(Account, '@', 0)[0]), UPNSuffix = tostring(split(Account, '@', 1)[0]), TargetName = tostring(split(TargetUserName,'@',0)[0]), TargetUPNSuffix = tostring(split(TargetUserName,'@',1)[0])  
entityMappings:
- entityType: Account
  fieldMappings:
  - columnName: Name
    identifier: Name
  - columnName: UPNSuffix
    identifier: UPNSuffix
- entityType: Host
  fieldMappings:
  - columnName: HostName
    identifier: HostName
  - columnName: DnsDomain
    identifier: DnsDomain
- entityType: Account
  fieldMappings:
  - columnName: TargetName
    identifier: Name
  - columnName: TargetUPNSuffix
    identifier: UPNSuffix
version: 2.1.4
queryPeriod: 1d

{
  "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
  "contentVersion": "1.0.0.0",
  "parameters": {
    "workspace": {
      "type": "String"
    }
  },
  "resources": [
    {
      "id": "[concat(resourceId('Microsoft.OperationalInsights/workspaces/providers', parameters('workspace'), 'Microsoft.SecurityInsights'),'/alertRules/0b9ae89d-8cad-461c-808f-0494f70ad5c4')]",
      "name": "[concat(parameters('workspace'),'/Microsoft.SecurityInsights/0b9ae89d-8cad-461c-808f-0494f70ad5c4')]",
      "type": "Microsoft.OperationalInsights/workspaces/providers/alertRules",
      "kind": "Scheduled",
      "apiVersion": "2022-11-01-preview",
      "properties": {
        "displayName": "Multiple Password Reset by user",
        "description": "'This query will determine multiple password resets by user across multiple data sources.\nAccount manipulation including password reset may aid adversaries in maintaining access to credentials\nand certain permission levels within an environment.'\n",
        "severity": "Low",
        "enabled": true,
        "query": "let selfServicePasswordReset = dynamic([\"Self-service password reset flow activity progress\", \"Change password (self-service)\", \"Reset password (self-service)\"]); \n//Self-service password reset flow activity progress is typically caused by a password policy which requires users to rotate passwords. This operation already implies the user has signed in successfully and therefore the password reset is non-malicious.\nlet PerUserThreshold = 5;\nlet TotalThreshold = 100;\nlet action = dynamic([\"change\", \"changed\", \"reset\"]);\nlet pWord = dynamic([\"password\", \"credentials\"]);\nlet PasswordResetMultiDataSource =\n(union isfuzzy=true\n(//Password reset events\n//4723: An attempt was made to change an account's password\n//4724: An attempt was made to reset an accounts password\nSecurityEvent\n| where EventID in (\"4723\",\"4724\")\n| project TimeGenerated, Computer, AccountType, Account, Type, TargetUserName),\n(//Password reset events\n//4723: An attempt was made to change an account's password\n//4724: An attempt was made to reset an accounts password\nWindowsEvent\n| where EventID in (\"4723\",\"4724\")\n| extend SubjectUserSid = tostring(EventData.SubjectUserSid)\n| extend TargetUserName = tostring(EventData.TargetUserName)\n| extend Account =  strcat(tostring(EventData.SubjectDomainName),\"\\\\\", tostring(EventData.SubjectUserName))\n| extend AccountType=case(Account endswith \"$\" or SubjectUserSid in (\"S-1-5-18\", \"S-1-5-19\", \"S-1-5-20\"), \"Machine\", isempty(SubjectUserSid), \"\", \"User\")\n| project TimeGenerated, Computer, AccountType, Account, Type, TargetUserName),\n(//Azure Active Directory Password reset events\nAuditLogs\n| where OperationName has_any (pWord) and OperationName has_any (action) and Result =~ \"success\"\n| where OperationName !in (selfServicePasswordReset)\n| mv-apply TargetResource = TargetResources on \n  (\n      where TargetResource.type =~ \"User\"\n      | extend AccountType = tostring(TargetResource.type),\n               Account = tostring(TargetResource.userPrincipalName),\n               TargetUserName = tolower(tostring(TargetResource.displayName))\n  )\n| project TimeGenerated, AccountType, Account, Computer = \"\", Type),\n(//OfficeActive ActiveDirectory Password reset events\nOfficeActivity\n| where OfficeWorkload == \"AzureActiveDirectory\"\n| where (ExtendedProperties has_any (pWord) or ModifiedProperties has_any (pWord)) and (ExtendedProperties has_any (action) or ModifiedProperties has_any (action))\n| extend AccountType = UserType, Account = OfficeObjectId\n| project TimeGenerated, AccountType, Account, Type, Computer = \"\"),\n(// Unix syslog password reset events\nSyslog\n| where Facility in (\"auth\",\"authpriv\")\n| where SyslogMessage has_any (pWord) and SyslogMessage has_any (action)\n| extend AccountType = iif(SyslogMessage contains \"root\", \"Root\", \"Non-Root\")\n| where SyslogMessage matches regex \".*password changed for.*\"\n| parse SyslogMessage with * \"password changed for\" Account\n| project TimeGenerated, AccountType, Account, Computer = HostName, Type)\n);\nlet pwrmd = PasswordResetMultiDataSource\n| project TimeGenerated, Computer, AccountType, Account, Type, TargetUserName;\n(union isfuzzy=true\n(pwrmd\n| summarize StartTimeUtc = min(TimeGenerated), EndTimeUtc = max(TimeGenerated), Computerlist = make_set(Computer, 25), AccountType = make_set(AccountType, 25), Computer = arg_max(Computer , TimeGenerated), TargetUserList = make_set(TargetUserName, 25), TargetUserName = arg_max(TargetUserName, TimeGenerated), Total=count() by Account, Type\n| where Total > PerUserThreshold\n| extend ResetPivot = \"PerUserReset\"),\n(pwrmd\n| summarize StartTimeUtc = min(TimeGenerated), EndTimeUtc = max(TimeGenerated), ComputerList = make_set(Computer, 25), AccountList = make_set(Account, 25), AccountType = make_set(AccountType, 25), Computer = arg_max(Computer , TimeGenerated), TargetUserList = make_set(TargetUserName, 25), TargetUserName = arg_max(TargetUserName, TimeGenerated), Total=count() by Type\n| where Total > TotalThreshold\n| extend ResetPivot = \"TotalUserReset\")\n)\n| extend timestamp = StartTimeUtc, HostName = tostring(split(Computer, '.', 0)[0]), DnsDomain = tostring(strcat_array(array_slice(split(Computer, '.'), 1, -1), '.')), Name = tostring(split(Account, '@', 0)[0]), UPNSuffix = tostring(split(Account, '@', 1)[0]), TargetName = tostring(split(TargetUserName,'@',0)[0]), TargetUPNSuffix = tostring(split(TargetUserName,'@',1)[0])\n",
        "queryFrequency": "P1D",
        "queryPeriod": "P1D",
        "triggerOperator": "GreaterThan",
        "triggerThreshold": 0,
        "suppressionDuration": "PT1H",
        "suppressionEnabled": false,
        "tactics": [
          "InitialAccess",
          "CredentialAccess"
        ],
        "techniques": [
          "T1078",
          "T1110"
        ],
        "alertRuleTemplateName": "0b9ae89d-8cad-461c-808f-0494f70ad5c4",
        "customDetails": null,
        "entityMappings": [
          {
            "fieldMappings": [
              {
                "identifier": "Name",
                "columnName": "Name"
              },
              {
                "identifier": "UPNSuffix",
                "columnName": "UPNSuffix"
              }
            ],
            "entityType": "Account"
          },
          {
            "fieldMappings": [
              {
                "identifier": "HostName",
                "columnName": "HostName"
              },
              {
                "identifier": "DnsDomain",
                "columnName": "DnsDomain"
              }
            ],
            "entityType": "Host"
          },
          {
            "fieldMappings": [
              {
                "identifier": "Name",
                "columnName": "TargetName"
              },
              {
                "identifier": "UPNSuffix",
                "columnName": "TargetUPNSuffix"
              }
            ],
            "entityType": "Account"
          }
        ],
        "OriginalUri": "https://github.com/Azure/Azure-Sentinel/blob/master/Detections/MultipleDataSources/MultiplePasswordresetsbyUser.yaml",
        "templateVersion": "2.1.4"
      }
    }
  ]
}