API - Anomaly Detection

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Id	2c59e609-e0a0-4e8e-adc5-ab4224be8a36
Rulename	API - Anomaly Detection
Description	42Crunch API protection anomaly detection
Severity	Low
Tactics	Reconnaissance
Techniques	T1593 T1589
Required data connectors	42CrunchAPIProtection
Kind	Scheduled
Query frequency	5m
Query period	5m
Trigger threshold	0
Trigger operator	gt
Source Uri	https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/42Crunch API Protection/Analytic Rules/APIAnomalyDetection.yaml
Version	1.0.1
Arm template	2c59e609-e0a0-4e8e-adc5-ab4224be8a36.json

KQL

let infoRec = apifirewall_log_1_CL
| where TimeGenerated >= ago(5m) 
| project-away Non_blocking_mode_b, Source_Port_d, Destination_Port_d, Query_s, API_ID_g, Request_Header_s, Response_Header_s, Errors_s, Type, UUID_g
| where Instance_Name_s == "Instance_4" and URI_Path_s has "/api/users/info" and Status_d == 200;
let timestamp = toscalar(infoRec | top 1 by Timestamp_t desc | summarize by Timestamp_t);
let activityRec = apifirewall_log_1_CL
  | where Timestamp_t < timestamp and TimeGenerated >= ago(5m)
  | project-away Non_blocking_mode_b, Source_Port_d, Destination_Port_d, Query_s, API_ID_g, Request_Header_s, Response_Header_s, Errors_s, Type, UUID_g
  | where Instance_Name_s == "Instance_4" and URI_Path_s has "/api/users/activity" and Status_d == 200;
activityRec

YAML

queryPeriod: 5m
query: |
  let infoRec = apifirewall_log_1_CL
  | where TimeGenerated >= ago(5m) 
  | project-away Non_blocking_mode_b, Source_Port_d, Destination_Port_d, Query_s, API_ID_g, Request_Header_s, Response_Header_s, Errors_s, Type, UUID_g
  | where Instance_Name_s == "Instance_4" and URI_Path_s has "/api/users/info" and Status_d == 200;
  let timestamp = toscalar(infoRec | top 1 by Timestamp_t desc | summarize by Timestamp_t);
  let activityRec = apifirewall_log_1_CL
    | where Timestamp_t < timestamp and TimeGenerated >= ago(5m)
    | project-away Non_blocking_mode_b, Source_Port_d, Destination_Port_d, Query_s, API_ID_g, Request_Header_s, Response_Header_s, Errors_s, Type, UUID_g
    | where Instance_Name_s == "Instance_4" and URI_Path_s has "/api/users/activity" and Status_d == 200;
  activityRec  
name: API - Anomaly Detection
entityMappings:
- fieldMappings:
  - columnName: Source_IP_s
    identifier: Address
  entityType: IP
- fieldMappings:
  - columnName: Hostname_s
    identifier: HostName
  entityType: Host
- fieldMappings:
  - columnName: Instance_Name_s
    identifier: FullName
  entityType: Account
eventGroupingSettings:
  aggregationKind: SingleAlert
queryFrequency: 5m
OriginalUri: https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/42Crunch API Protection/Analytic Rules/APIAnomalyDetection.yaml
description: |
    '42Crunch API protection anomaly detection'
kind: Scheduled
version: 1.0.1
status: Available
severity: Low
requiredDataConnectors:
- connectorId: 42CrunchAPIProtection
  dataTypes:
  - apifirewall_log_1_CL
triggerOperator: gt
triggerThreshold: 0
customDetails: 
tactics:
- Reconnaissance
id: 2c59e609-e0a0-4e8e-adc5-ab4224be8a36
relevantTechniques:
- T1593
- T1589

ARM