New country signIn with correct password

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Id	7808c05a-3afd-4d13-998a-a59e2297693f
Rulename	New country signIn with correct password
Description	Identifies an interrupted sign-in session from a country the user has not sign-in before in the last 7 days, where the password was correct. Although the session is interrupted by other controls such as multi factor authentication or conditional access policies, the user credentials should be reset due to logs indicating a correct password was observed during sign-in.
Severity	Medium
Tactics	InitialAccess CredentialAccess
Techniques	T1078 T1110
Required data connectors	AzureActiveDirectory
Kind	Scheduled
Query frequency	1d
Query period	7d
Trigger threshold	0
Trigger operator	gt
Source Uri	https://github.com/Azure/Azure-Sentinel/blob/master/Detections/SigninLogs/NewCountryValidCreds.yaml
Version	1.0.2
Arm template	7808c05a-3afd-4d13-998a-a59e2297693f.json

KQL

// Creating a list of successful sign-in by users in the last 7 days.
let KnownUserCountry = (
SigninLogs
| where TimeGenerated between (ago(7d) .. ago(1d) ) 
| where ResultType == 0
| summarize KnownCountry = make_set(Location,1048576) by UserPrincipalName
);
// Identify sign-ins that are no successful but have the auth details indicating a correct password.
SigninLogs
| where TimeGenerated >= ago(1d)
| where ResultType != 0
| extend ParseAuth = parse_json(AuthenticationDetails)
| extend AuthMethod = tostring(ParseAuth.[0].authenticationMethod),
    PasswordResult = tostring(ParseAuth.[0].authenticationStepResultDetail),
    AuthSucceeded = tostring(ParseAuth.[0].succeeded)
| where PasswordResult == "Correct Password" or AuthSucceeded == "true"
| where AuthMethod == "Password"
| extend failureReason = tostring(Status.failureReason)
| summarize NewCountry = make_set(Location,1048576), LastObservedTime = max(TimeGenerated), AppName = make_set(AppDisplayName,1048576) by UserPrincipalName, PasswordResult, AuthSucceeded, failureReason
// Combining both tables by user
| join kind=inner KnownUserCountry on UserPrincipalName
// Compare both arrays and identify if the country has been observed in the past.
| extend CountryDiff = set_difference(NewCountry,KnownCountry)
| extend CountryDiffCount = array_length(CountryDiff)
// Count the new column to only alert if there is a difference between both arrays
| where CountryDiffCount != 0
| extend NewCountryEvent = CountryDiff
// Getting UserName and Domain
| extend Name = split(UserPrincipalName,"@",0),
    Domain = split(UserPrincipalName,"@",1)
| mv-expand Name,Domain

YAML

queryPeriod: 7d
requiredDataConnectors:
- connectorId: AzureActiveDirectory
  dataTypes:
  - SigninLogs
severity: Medium
triggerOperator: gt
customDetails:
  NewCountryEvent: NewCountryEvent
  PasswordResult: PasswordResult
  LastObservedTime: LastObservedTime
  failureReason: failureReason
  AuthSucceeded: AuthSucceeded
  AppName: AppName
entityMappings:
- fieldMappings:
  - identifier: FullName
    columnName: UserPrincipalName
  - identifier: Name
    columnName: Name
  - identifier: NTDomain
    columnName: Domain
  entityType: Account
version: 1.0.2
triggerThreshold: 0
tactics:
- InitialAccess
- CredentialAccess
relevantTechniques:
- T1078
- T1110
metadata:
  source:
    kind: Community
  categories:
    domains:
    - Identity
    - Security - Threat Protection
  author:
    name: Juanse
  support:
    tier: Community
eventGroupingSettings:
  aggregationKind: SingleAlert
query: |
  // Creating a list of successful sign-in by users in the last 7 days.
  let KnownUserCountry = (
  SigninLogs
  | where TimeGenerated between (ago(7d) .. ago(1d) ) 
  | where ResultType == 0
  | summarize KnownCountry = make_set(Location,1048576) by UserPrincipalName
  );
  // Identify sign-ins that are no successful but have the auth details indicating a correct password.
  SigninLogs
  | where TimeGenerated >= ago(1d)
  | where ResultType != 0
  | extend ParseAuth = parse_json(AuthenticationDetails)
  | extend AuthMethod = tostring(ParseAuth.[0].authenticationMethod),
      PasswordResult = tostring(ParseAuth.[0].authenticationStepResultDetail),
      AuthSucceeded = tostring(ParseAuth.[0].succeeded)
  | where PasswordResult == "Correct Password" or AuthSucceeded == "true"
  | where AuthMethod == "Password"
  | extend failureReason = tostring(Status.failureReason)
  | summarize NewCountry = make_set(Location,1048576), LastObservedTime = max(TimeGenerated), AppName = make_set(AppDisplayName,1048576) by UserPrincipalName, PasswordResult, AuthSucceeded, failureReason
  // Combining both tables by user
  | join kind=inner KnownUserCountry on UserPrincipalName
  // Compare both arrays and identify if the country has been observed in the past.
  | extend CountryDiff = set_difference(NewCountry,KnownCountry)
  | extend CountryDiffCount = array_length(CountryDiff)
  // Count the new column to only alert if there is a difference between both arrays
  | where CountryDiffCount != 0
  | extend NewCountryEvent = CountryDiff
  // Getting UserName and Domain
  | extend Name = split(UserPrincipalName,"@",0),
      Domain = split(UserPrincipalName,"@",1)
  | mv-expand Name,Domain  
id: 7808c05a-3afd-4d13-998a-a59e2297693f
name: New country signIn with correct password
description: |
    'Identifies an interrupted sign-in session from a country the user has not sign-in before in the last 7 days, where the password was correct. Although the session is interrupted by other controls such as multi factor authentication or conditional access policies, the user credentials should be reset due to logs indicating a correct password was observed during sign-in.'
OriginalUri: https://github.com/Azure/Azure-Sentinel/blob/master/Detections/SigninLogs/NewCountryValidCreds.yaml
kind: Scheduled
queryFrequency: 1d

ARM