Detect credential add to Connect Sync Application

// Flag adding credential that does not look like a renewal
let base = materialize (
    AuditLogs
    // Search events happening on the Sync Account
    | extend AppName = tostring(TargetResources[0].displayName)
    | where AppName startswith "ConnectSyncProvisioning_"
    // Only get cretificate or secret changes
    | where OperationName has_any ("Add service principal", "Certificates and secrets management", "Update application")
    // Expand the target resources and modified properties, and only use events ralted to KeyDescription
    | mv-expand TargetResources
    | extend ModifiedProperties = TargetResources.modifiedProperties
    | mv-expand ModifiedProperties
    | where ModifiedProperties.displayName == "KeyDescription"
    // Save the old and new values of the secrets on the application
    | extend OldValue = tostring(ModifiedProperties.oldValue), 
        NewValue = tostring(ModifiedProperties.newValue)
    // Save the old and new credential names in an array
    | extend OldCredentialNames = extract_all(@"DisplayName=([^\]]+)", dynamic([1]), OldValue),
        NewCredentialNames = extract_all(@"DisplayName=([^\]]+)", dynamic([1]), NewValue)
);
let newCredsAdd = (
    base
    // Flag when there are more new credentials than old ones
    | where array_length(OldCredentialNames) < array_length(NewCredentialNames)
    | project-rename NewCredAddTimeGenerated = TimeGenerated
);
let credRemove = (
    base
    // Get events where credentials are being removed
    | where array_length(OldCredentialNames) > array_length(NewCredentialNames)
    | project-rename CredRemoveTimeGenerated = TimeGenerated
);
// Only flag when credentials are added without another being removed for the same application within a small time window
// This excludes a normal renewal process
newCredsAdd
| join kind=leftouter credRemove on AppName
| where CredRemoveTimeGenerated - NewCredAddTimeGenerated > 1m
| project NewCredAddTimeGenerated, CredRemoveTimeGenerated, OperationName, AdditionalDetails, InitiatedBy, AppName, ModifiedProperties, OldCredentialNames, NewCredentialNames