Microsoft Sentinel Analytic Rules
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AIShield - Image classification model extraction vulnerability detection

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Id910b7d93-f1a0-4b76-9e32-593004c0fe85
RulenameAIShield - Image classification model extraction vulnerability detection
DescriptionThis alert creates an incident when Image classification model extraction vulnerability detected from the AIShield.
SeverityHigh
Required data connectorsBoschAIShield
KindScheduled
Query frequency1h
Query period1h
Trigger threshold0
Trigger operatorgt
Source Urihttps://github.com/Azure/Azure-Sentinel/blob/master/Solutions/AIShield AI Security Monitoring/Analytic Rules/ImageClassficationModelExtractionVulnDetection.yaml
Version1.0.2
Arm template910b7d93-f1a0-4b76-9e32-593004c0fe85.json
Deploy To Azure
AIShield
| where Message has 'Image Classification AI Model Extraction Attack Identified'
| where Severity =~ 'High'
name: AIShield - Image classification model extraction vulnerability detection
eventGroupingSettings:
  aggregationKind: SingleAlert
query: |
  AIShield
  | where Message has 'Image Classification AI Model Extraction Attack Identified'
  | where Severity =~ 'High'  
OriginalUri: https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/AIShield AI Security Monitoring/Analytic Rules/ImageClassficationModelExtractionVulnDetection.yaml
queryFrequency: 1h
triggerThreshold: 0
requiredDataConnectors:
- dataTypes:
  - AIShield
  connectorId: BoschAIShield
version: 1.0.2
status: Available
queryPeriod: 1h
id: 910b7d93-f1a0-4b76-9e32-593004c0fe85
triggerOperator: gt
kind: Scheduled
relevantTechniques: []
alertDetailsOverride:
  alertSeverityColumnName: Severity
  alertDescriptionFormat: |
        This query detects Image classification model theft vulnerability alert from AIShield generated at {{TimeGenerated}}\n\nPlease check the source for more information and investigate further.
  alertDisplayNameFormat: AIShield - Image classification model theft vulnerability detected.
  alertTacticsColumnName: 
severity: High
description: |
    'This alert creates an incident when Image classification model extraction vulnerability detected from the AIShield.'
tactics: []
{
  "$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/910b7d93-f1a0-4b76-9e32-593004c0fe85')]",
      "name": "[concat(parameters('workspace'),'/Microsoft.SecurityInsights/910b7d93-f1a0-4b76-9e32-593004c0fe85')]",
      "type": "Microsoft.OperationalInsights/workspaces/providers/alertRules",
      "kind": "Scheduled",
      "apiVersion": "2022-11-01",
      "properties": {
        "displayName": "AIShield - Image classification model extraction vulnerability detection",
        "description": "'This alert creates an incident when Image classification model extraction vulnerability detected from the AIShield.'\n",
        "severity": "High",
        "enabled": true,
        "query": "AIShield\n| where Message has 'Image Classification AI Model Extraction Attack Identified'\n| where Severity =~ 'High'\n",
        "queryFrequency": "PT1H",
        "queryPeriod": "PT1H",
        "triggerOperator": "GreaterThan",
        "triggerThreshold": 0,
        "suppressionDuration": "PT1H",
        "suppressionEnabled": false,
        "tactics": [],
        "techniques": [],
        "alertRuleTemplateName": "910b7d93-f1a0-4b76-9e32-593004c0fe85",
        "eventGroupingSettings": {
          "aggregationKind": "SingleAlert"
        },
        "alertDetailsOverride": {
          "alertSeverityColumnName": "Severity",
          "alertDescriptionFormat": "This query detects Image classification model theft vulnerability alert from AIShield generated at {{TimeGenerated}}\\n\\nPlease check the source for more information and investigate further.\n",
          "alertDisplayNameFormat": "AIShield - Image classification model theft vulnerability detected.",
          "alertTacticsColumnName": null
        },
        "customDetails": null,
        "entityMappings": null,
        "templateVersion": "1.0.2",
        "status": "Available",
        "OriginalUri": "https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/AIShield AI Security Monitoring/Analytic Rules/ImageClassficationModelExtractionVulnDetection.yaml"
      }
    }
  ]
}