AIShield - Image classification model evasion vulnerability detection

AIShield
| where Message has 'Image Classification AI Model Evasion Attack Identified'
| where Severity =~ 'High'

queryFrequency: 1h
severity: High
triggerThreshold: 0
OriginalUri: https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/AIShield AI Security Monitoring/Analytic Rules/ImageClassificationModelEvasionVulnDetection.yaml
relevantTechniques: []
query: |
  AIShield
  | where Message has 'Image Classification AI Model Evasion Attack Identified'
  | where Severity =~ 'High'  
id: 9896559f-f2ed-491b-9dbf-d7238d0734f1
triggerOperator: gt
version: 1.0.0
requiredDataConnectors:
- connectorId: BoschAIShield
  dataTypes:
  - AIShield
eventGroupingSettings:
  aggregationKind: SingleAlert
description: |
    'This alert creates an incident when Image classification model evasion vulnerability detected from the AIShield.'
queryPeriod: 1h
alertDetailsOverride:
  alertSeverityColumnName: Severity
  alertDescriptionFormat: |
        This query detects Image classification model evasion vulnerability alert from AIShield generated at {{TimeGenerated}}\n\nPlease check the source for more information and investigate further.
  alertTacticsColumnName: 
  alertDisplayNameFormat: AIShield - Image classification model evasion vulnerability detected.
status: Available
name: AIShield - Image classification model evasion vulnerability detection
tactics: []
kind: Scheduled

{
  "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
  "contentVersion": "1.0.0.0",
  "parameters": {
    "workspace": {
      "type": "String"
    }
  },
  "resources": [
    {
      "id": "[concat(resourceId('Microsoft.OperationalInsights/workspaces/providers', parameters('workspace'), 'Microsoft.SecurityInsights'),'/alertRules/9896559f-f2ed-491b-9dbf-d7238d0734f1')]",
      "name": "[concat(parameters('workspace'),'/Microsoft.SecurityInsights/9896559f-f2ed-491b-9dbf-d7238d0734f1')]",
      "type": "Microsoft.OperationalInsights/workspaces/providers/alertRules",
      "kind": "Scheduled",
      "apiVersion": "2022-11-01",
      "properties": {
        "displayName": "AIShield - Image classification model evasion vulnerability detection",
        "description": "'This alert creates an incident when Image classification model evasion vulnerability detected from the AIShield.'\n",
        "severity": "High",
        "enabled": true,
        "query": "AIShield\n| where Message has 'Image Classification AI Model Evasion Attack Identified'\n| where Severity =~ 'High'\n",
        "queryFrequency": "PT1H",
        "queryPeriod": "PT1H",
        "triggerOperator": "GreaterThan",
        "triggerThreshold": 0,
        "suppressionDuration": "PT1H",
        "suppressionEnabled": false,
        "tactics": [],
        "techniques": [],
        "alertRuleTemplateName": "9896559f-f2ed-491b-9dbf-d7238d0734f1",
        "eventGroupingSettings": {
          "aggregationKind": "SingleAlert"
        },
        "alertDetailsOverride": {
          "alertSeverityColumnName": "Severity",
          "alertDisplayNameFormat": "AIShield - Image classification model evasion vulnerability detected.",
          "alertTacticsColumnName": null,
          "alertDescriptionFormat": "This query detects Image classification model evasion vulnerability alert from AIShield generated at {{TimeGenerated}}\\n\\nPlease check the source for more information and investigate further.\n"
        },
        "customDetails": null,
        "entityMappings": null,
        "OriginalUri": "https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/AIShield AI Security Monitoring/Analytic Rules/ImageClassificationModelEvasionVulnDetection.yaml",
        "templateVersion": "1.0.0",
        "status": "Available"
      }
    }
  ]
}