Excessive Windows Logon Failures

let starttime = 8d;
let endtime = 1d;
let threshold = 0.333;
let countlimit = 50;
SecurityEvent
| where TimeGenerated >= ago(endtime)
| where EventID == 4625 and AccountType =~ "User"
| where IpAddress !in ("127.0.0.1", "::1")
| summarize StartTime = min(TimeGenerated), EndTime = max(TimeGenerated), CountToday = count() by EventID, Account, LogonTypeName, SubStatus, AccountType, Computer, WorkstationName, IpAddress, Process
| join kind=leftouter (
    SecurityEvent
    | where TimeGenerated between (ago(starttime) .. ago(endtime))
    | where EventID == 4625 and AccountType =~ "User"
    | where IpAddress !in ("127.0.0.1", "::1")
    | summarize CountPrev7day = count() by EventID, Account, LogonTypeName, SubStatus, AccountType, Computer, WorkstationName, IpAddress
) on EventID, Account, LogonTypeName, SubStatus, AccountType, Computer, WorkstationName, IpAddress
| where CountToday >= coalesce(CountPrev7day,0)*threshold and CountToday >= countlimit
//SubStatus Codes are detailed here - https://docs.microsoft.com/windows/security/threat-protection/auditing/event-4625
| extend Reason = case(
SubStatus =~ '0xC000005E', 'There are currently no logon servers available to service the logon request.',
SubStatus =~ '0xC0000064', 'User logon with misspelled or bad user account',
SubStatus =~ '0xC000006A', 'User logon with misspelled or bad password',
SubStatus =~ '0xC000006D', 'Bad user name or password',
SubStatus =~ '0xC000006E', 'Unknown user name or bad password',
SubStatus =~ '0xC000006F', 'User logon outside authorized hours',
SubStatus =~ '0xC0000070', 'User logon from unauthorized workstation',
SubStatus =~ '0xC0000071', 'User logon with expired password',
SubStatus =~ '0xC0000072', 'User logon to account disabled by administrator',
SubStatus =~ '0xC00000DC', 'Indicates the Sam Server was in the wrong state to perform the desired operation',
SubStatus =~ '0xC0000133', 'Clocks between DC and other computer too far out of sync',
SubStatus =~ '0xC000015B', 'The user has not been granted the requested logon type (aka logon right) at this machine',
SubStatus =~ '0xC000018C', 'The logon request failed because the trust relationship between the primary domain and the trusted domain failed',
SubStatus =~ '0xC0000192', 'An attempt was made to logon, but the Netlogon service was not started',
SubStatus =~ '0xC0000193', 'User logon with expired account',
SubStatus =~ '0xC0000224', 'User is required to change password at next logon',
SubStatus =~ '0xC0000225', 'Evidently a bug in Windows and not a risk',
SubStatus =~ '0xC0000234', 'User logon with account locked',
SubStatus =~ '0xC00002EE', 'Failure Reason: An Error occurred during Logon',
SubStatus =~ '0xC0000413', 'Logon Failure: The machine you are logging onto is protected by an authentication firewall. The specified account is not allowed to authenticate to the machine',
strcat('Unknown reason substatus: ', SubStatus))
| extend WorkstationName = iff(WorkstationName == "-" or isempty(WorkstationName), Computer , WorkstationName)
| project StartTime, EndTime, EventID, Account, LogonTypeName, SubStatus, Reason, AccountType, Computer, WorkstationName, IpAddress, CountToday, CountPrev7day, Avg7Day = round(CountPrev7day*1.00/7,2), Process
| summarize StartTime = min(StartTime), EndTime = max(EndTime), Computer = make_set(Computer,128), IpAddressList = make_set(IpAddress,128), sum(CountToday), sum(CountPrev7day), avg(Avg7Day)
by EventID, Account, LogonTypeName, SubStatus, Reason, AccountType, WorkstationName, Process
| order by sum_CountToday desc nulls last
| extend timestamp = StartTime, NTDomain = tostring(split(Account, '\\', 0)[0]), Name = tostring(split(Account, '\\', 1)[0]), HostName = tostring(split(WorkstationName, '.', 0)[0]), DnsDomain = tostring(strcat_array(array_slice(split(WorkstationName, '.'), 1, -1), '.'))

requiredDataConnectors:
- connectorId: SecurityEvents
  dataTypes:
  - SecurityEvent
- connectorId: WindowsSecurityEvents
  dataTypes:
  - SecurityEvent
OriginalUri: https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/Windows Security Events/Analytic Rules/ExcessiveLogonFailures.yaml
triggerThreshold: 0
status: Available
relevantTechniques:
- T1110
queryPeriod: 8d
name: Excessive Windows Logon Failures
entityMappings:
- entityType: Account
  fieldMappings:
  - columnName: Account
    identifier: FullName
  - columnName: Name
    identifier: Name
  - columnName: NTDomain
    identifier: NTDomain
- entityType: Host
  fieldMappings:
  - columnName: WorkstationName
    identifier: FullName
  - columnName: HostName
    identifier: HostName
  - columnName: DnsDomain
    identifier: DnsDomain
- entityType: Process
  fieldMappings:
  - columnName: Process
    identifier: CommandLine
queryFrequency: 1d
triggerOperator: gt
kind: Scheduled
description: |
    'This query identifies user accounts which has over 50 Windows logon failures today and at least 33% of the count of logon failures over the previous 7 days.'
tactics:
- CredentialAccess
severity: Low
version: 2.0.3
query: |
  let starttime = 8d;
  let endtime = 1d;
  let threshold = 0.333;
  let countlimit = 50;
  SecurityEvent
  | where TimeGenerated >= ago(endtime)
  | where EventID == 4625 and AccountType =~ "User"
  | where IpAddress !in ("127.0.0.1", "::1")
  | summarize StartTime = min(TimeGenerated), EndTime = max(TimeGenerated), CountToday = count() by EventID, Account, LogonTypeName, SubStatus, AccountType, Computer, WorkstationName, IpAddress, Process
  | join kind=leftouter (
      SecurityEvent
      | where TimeGenerated between (ago(starttime) .. ago(endtime))
      | where EventID == 4625 and AccountType =~ "User"
      | where IpAddress !in ("127.0.0.1", "::1")
      | summarize CountPrev7day = count() by EventID, Account, LogonTypeName, SubStatus, AccountType, Computer, WorkstationName, IpAddress
  ) on EventID, Account, LogonTypeName, SubStatus, AccountType, Computer, WorkstationName, IpAddress
  | where CountToday >= coalesce(CountPrev7day,0)*threshold and CountToday >= countlimit
  //SubStatus Codes are detailed here - https://docs.microsoft.com/windows/security/threat-protection/auditing/event-4625
  | extend Reason = case(
  SubStatus =~ '0xC000005E', 'There are currently no logon servers available to service the logon request.',
  SubStatus =~ '0xC0000064', 'User logon with misspelled or bad user account',
  SubStatus =~ '0xC000006A', 'User logon with misspelled or bad password',
  SubStatus =~ '0xC000006D', 'Bad user name or password',
  SubStatus =~ '0xC000006E', 'Unknown user name or bad password',
  SubStatus =~ '0xC000006F', 'User logon outside authorized hours',
  SubStatus =~ '0xC0000070', 'User logon from unauthorized workstation',
  SubStatus =~ '0xC0000071', 'User logon with expired password',
  SubStatus =~ '0xC0000072', 'User logon to account disabled by administrator',
  SubStatus =~ '0xC00000DC', 'Indicates the Sam Server was in the wrong state to perform the desired operation',
  SubStatus =~ '0xC0000133', 'Clocks between DC and other computer too far out of sync',
  SubStatus =~ '0xC000015B', 'The user has not been granted the requested logon type (aka logon right) at this machine',
  SubStatus =~ '0xC000018C', 'The logon request failed because the trust relationship between the primary domain and the trusted domain failed',
  SubStatus =~ '0xC0000192', 'An attempt was made to logon, but the Netlogon service was not started',
  SubStatus =~ '0xC0000193', 'User logon with expired account',
  SubStatus =~ '0xC0000224', 'User is required to change password at next logon',
  SubStatus =~ '0xC0000225', 'Evidently a bug in Windows and not a risk',
  SubStatus =~ '0xC0000234', 'User logon with account locked',
  SubStatus =~ '0xC00002EE', 'Failure Reason: An Error occurred during Logon',
  SubStatus =~ '0xC0000413', 'Logon Failure: The machine you are logging onto is protected by an authentication firewall. The specified account is not allowed to authenticate to the machine',
  strcat('Unknown reason substatus: ', SubStatus))
  | extend WorkstationName = iff(WorkstationName == "-" or isempty(WorkstationName), Computer , WorkstationName)
  | project StartTime, EndTime, EventID, Account, LogonTypeName, SubStatus, Reason, AccountType, Computer, WorkstationName, IpAddress, CountToday, CountPrev7day, Avg7Day = round(CountPrev7day*1.00/7,2), Process
  | summarize StartTime = min(StartTime), EndTime = max(EndTime), Computer = make_set(Computer,128), IpAddressList = make_set(IpAddress,128), sum(CountToday), sum(CountPrev7day), avg(Avg7Day)
  by EventID, Account, LogonTypeName, SubStatus, Reason, AccountType, WorkstationName, Process
  | order by sum_CountToday desc nulls last
  | extend timestamp = StartTime, NTDomain = tostring(split(Account, '\\', 0)[0]), Name = tostring(split(Account, '\\', 1)[0]), HostName = tostring(split(WorkstationName, '.', 0)[0]), DnsDomain = tostring(strcat_array(array_slice(split(WorkstationName, '.'), 1, -1), '.'))  
id: 2391ce61-8c8d-41ac-9723-d945b2e90720