TI Map IP Entity to Duo Security

Original query, unchanged.

let dt_lookBack = 1h;
let ioc_lookBack = 14d;
ThreatIntelligenceIndicator
// Picking up only IOC's that contain the entities we want
| where isnotempty(NetworkIP) or isnotempty(EmailSourceIpAddress) or isnotempty(NetworkDestinationIP) or isnotempty(NetworkSourceIP)
| where TimeGenerated >= ago(ioc_lookBack)
// As there is potentially more than 1 indicator type for matching IP, taking NetworkIP first, then others if that is empty.
// Taking the first non-empty value based on potential IOC match availability
| extend TI_ipEntity = iff(isnotempty(NetworkIP), NetworkIP, NetworkDestinationIP)
| extend TI_ipEntity = iff(isempty(TI_ipEntity) and isnotempty(NetworkSourceIP), NetworkSourceIP, TI_ipEntity)
| extend TI_ipEntity = iff(isempty(TI_ipEntity) and isnotempty(EmailSourceIpAddress), EmailSourceIpAddress, TI_ipEntity)
| summarize LatestIndicatorTime = arg_max(TimeGenerated, *) by IndicatorId
| where Active == true and ExpirationDateTime > now()
| join (
    DuoSecurityAuthentication_CL
    | where TimeGenerated >= ago(dt_lookBack)
    | where isnotempty(access_device_ip_s)
    // renaming time column so it is clear the log this came from
    | extend Duo_TimeGenerated = isotimestamp_t
)
on $left.TI_ipEntity == $right.access_device_ip_s
| where TimeGenerated >= ago(ioc_lookBack)
| summarize LatestIndicatorTime = arg_max(TimeGenerated, *) by IndicatorId
| where Active == true and ExpirationDateTime > now()
| project LatestIndicatorTime, Description, ActivityGroupNames, IndicatorId, ThreatType, Url, ExpirationDateTime, ConfidenceScore, Duo_TimeGenerated,
TI_ipEntity, user_name_s, factor_s, result_s, application_name_s, event_type_s, txid_g, user_key_s, access_device_ip_s, access_device_location_city_s, access_device_location_state_s, access_device_location_country_s
| extend timestamp = Duo_TimeGenerated, Name = tostring(split(user_name_s, '@', 0)[0]), UPNSuffix = tostring(split(user_name_s, '@', 1)[0])