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kqlMITfrom Azure/Azure-Sentinel

Service Principal Authentication Attempt from New Country

'Detects when there is a Service Principal login attempt from a country that has not seen a successful login in the previous 14 days. Threat actors may attempt to authenticate with credentials from compromised accounts - monitoring attempts from anomalous locations may help identify these attempts. Authentication attempts should be investigated to ensure the activity was legitimate and if there is other similar activity. Ref: https://docs.microsoft.com/azure/active-directory/fundamentals/security-operations-user-accounts#monitoring-for-failed-unusual-sign-ins'

Quality
100
FP risk
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ATT&CK techniques
Rule sourceDetections/SigninLogs/ServicePrincipalAuthenticationAttemptfromNewCountry.yaml
let known_locations = (
  AADServicePrincipalSignInLogs
  | where TimeGenerated between(ago(14d)..ago(1d))
  | where ResultType == 0
  | summarize by Location);
  AADServicePrincipalSignInLogs
  | where TimeGenerated > ago(1d)
  | where ResultType != 50126
  | where Location !in (known_locations)
  | extend City = tostring(parse_json(LocationDetails).city)
  | extend State = tostring(parse_json(LocationDetails).state)
  | extend Place = strcat(City, " - ", State)
  | extend Result = strcat(tostring(ResultType), " - ", ResultDescription)
  | summarize FirstSeen=min(TimeGenerated), LastSeen=max(TimeGenerated), make_set(Result), make_set(IPAddress), make_set(Place) by ServicePrincipalName, Location