TI map Domain entity to PaloAlto CommonSecurityLog

Original query, unchanged.

let dt_lookBack = 1h; // Look back 1 hour
let ioc_lookBack = 14d; // Look back 14 days
// Create a list of top-level domains (TLDs) from the threat feed data for later validation
let SecurityLog = materialize(
  CommonSecurityLog
    // Filter common security logs based on the specified time range
    | extend IngestionTime = ingestion_time()
    | where IngestionTime > ago(dt_lookBack)
    | where DeviceEventClassID =~ 'url'
    // Uncomment the line below to only alert on allowed connections
    //| where DeviceAction !~ "block-url"
    // Extract the domain from RequestURL, if not present, extract it from AdditionalExtensions
    | extend PA_Url = column_ifexists("RequestURL", "None")
    | extend PA_Url = iif(isempty(PA_Url) and AdditionalExtensions !startswith "PanOS", extract("([^\\\"]+)", 1, tolower(AdditionalExtensions)), trim('"', PA_Url))
    | extend PA_Url = iif(PA_Url !startswith "http://" and ApplicationProtocol !~ "ssl", strcat('http://', PA_Url), iif(PA_Url !startswith "https://" and ApplicationProtocol =~ "ssl", strcat('https://', PA_Url), PA_Url))
    | extend Domain = trim('"', tostring(parse_url(PA_Url).Host))
    | where isnotempty(Domain)
    | extend Domain = tolower(Domain)
    | extend CommonSecurityLog_TimeGenerated = TimeGenerated
);
let LogDomains = SecurityLog | distinct Domain | summarize make_list(Domain);
// Retrieve threat intelligence indicators within the specified time range
let Domain_Indicators = materialize(
    ThreatIntelligenceIndicator
    | where isnotempty(DomainName)
    | where TimeGenerated >= ago(ioc_lookBack)
    | extend TI_DomainEntity = tolower(DomainName)
    | where TI_DomainEntity in (LogDomains)
    | summarize LatestIndicatorTime = arg_max(TimeGenerated, *) by IndicatorId
    | where Active == true and ExpirationDateTime > now());
// Join threat intelligence indicators with common security logs
Domain_Indicators | join kind=innerunique (SecurityLog) on $left.TI_DomainEntity == $right.Domain
| where CommonSecurityLog_TimeGenerated < ExpirationDateTime
| summarize CommonSecurityLog_TimeGenerated = arg_max(CommonSecurityLog_TimeGenerated, *) by IndicatorId
| project CommonSecurityLog_TimeGenerated, Description, ActivityGroupNames, PA_Url, Domain, IndicatorId, ThreatType, ExpirationDateTime, ConfidenceScore, DeviceAction, DestinationIP, DestinationPort, DeviceName, SourceIP, SourcePort, ApplicationProtocol, RequestMethod, Type, TI_DomainEntity
| extend timestamp = CommonSecurityLog_TimeGenerated