TI Map URL entity to Web Session Events (ASIM Web Session schema)

Original query, unchanged.

let HAS_ANY_MAX = 10000;
let dt_lookBack = 1h;
let ioc_lookBack = 14d;
// Extract URL-based Threat Intelligence indicators
let URL_TI =
  ThreatIntelIndicators
  | extend IndicatorType = replace(@"\[|\]|\""", "", tostring(split(ObservableKey, ":", 0)))
  | where IndicatorType == "url"
  | extend MaliciousUrl = tolower(ObservableValue)
  | extend TrafficLightProtocolLevel = tostring(parse_json(AdditionalFields).TLPLevel)
  | extend IndicatorId = tostring(split(Id, "--")[2])
  | where TimeGenerated >= ago(ioc_lookBack)
  | summarize LatestIndicatorTime = arg_max(TimeGenerated, *) by Id, MaliciousUrl
  | where IsActive and (ValidUntil > now() or isempty(ValidUntil));
// Build a dynamic list of malicious URLs
let URL_TI_list =
  toscalar(
      URL_TI
      | summarize NIoCs = dcount(MaliciousUrl),
                  Urls = make_set(MaliciousUrl)
      | project Urls = iff(NIoCs > HAS_ANY_MAX, dynamic([]), Urls)
    );
// Match against ASIM Web Session events
URL_TI
| join kind=innerunique (
    _Im_WebSession(starttime=ago(dt_lookBack), url_has_any = URL_TI_list)
    | extend RequestedUrl = tolower(Url)
    | where isnotempty(RequestedUrl)
    | extend Event_TimeGenerated = TimeGenerated
  ) on $left.MaliciousUrl == $right.RequestedUrl
| where Event_TimeGenerated < ValidUntil
| summarize Event_TimeGenerated = arg_max(Event_TimeGenerated, *) by IndicatorId, RequestedUrl
| extend ParsedData = parse_json(Data)
| extend Description = tostring(ParsedData.description)
| extend ActivityGroupNames = extract(@"ActivityGroup:(\S+)", 1, tostring(ParsedData.labels))
| extend ThreatType = tostring(ParsedData.indicator_types[0])
| project
    Event_TimeGenerated,
    SrcIpAddr,
    RequestedUrl,
    IndicatorId,
    ThreatType,
    Confidence,
    ValidUntil,
    Description,
    ActivityGroupNames