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AIShield - Natural language processing model extraction vulnerability detection

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Id6a386e19-1297-4706-be32-5025112b92a8
RulenameAIShield - Natural language processing model extraction vulnerability detection
DescriptionThis alert creates an incident when Natural language processing 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/NaturalLanguageProcessingModelExtractionVulDetection.yaml
Version1.0.0
Arm template6a386e19-1297-4706-be32-5025112b92a8.json
Deploy To Azure
AIShield
| where Message has 'Natural Language Processing AI Model Extraction 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/NaturalLanguageProcessingModelExtractionVulDetection.yaml
relevantTechniques: []
query: |
  AIShield
  | where Message has 'Natural Language Processing AI Model Extraction Attack Identified'
  | where Severity =~ 'High'  
id: 6a386e19-1297-4706-be32-5025112b92a8
triggerOperator: gt
version: 1.0.0
requiredDataConnectors:
- connectorId: BoschAIShield
  dataTypes:
  - AIShield
eventGroupingSettings:
  aggregationKind: SingleAlert
description: |
    'This alert creates an incident when Natural language processing model extraction vulnerability detected from the AIShield.'
queryPeriod: 1h
alertDetailsOverride:
  alertSeverityColumnName: Severity
  alertDescriptionFormat: |
        This query detects Natural language processing model extraction vulnerability alert from AIShield generated at {{TimeGenerated}}\n\nPlease check the source for more information and investigate further.
  alertTacticsColumnName: 
  alertDisplayNameFormat: AIShield - Natural language processing model extraction vulnerability detected.
status: Available
name: AIShield - Natural language processing model extraction 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/6a386e19-1297-4706-be32-5025112b92a8')]",
      "name": "[concat(parameters('workspace'),'/Microsoft.SecurityInsights/6a386e19-1297-4706-be32-5025112b92a8')]",
      "type": "Microsoft.OperationalInsights/workspaces/providers/alertRules",
      "kind": "Scheduled",
      "apiVersion": "2022-11-01",
      "properties": {
        "displayName": "AIShield - Natural language processing model extraction vulnerability detection",
        "description": "'This alert creates an incident when Natural language processing model extraction vulnerability detected from the AIShield.'\n",
        "severity": "High",
        "enabled": true,
        "query": "AIShield\n| where Message has 'Natural Language Processing 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": "6a386e19-1297-4706-be32-5025112b92a8",
        "eventGroupingSettings": {
          "aggregationKind": "SingleAlert"
        },
        "alertDetailsOverride": {
          "alertSeverityColumnName": "Severity",
          "alertDisplayNameFormat": "AIShield - Natural language processing model extraction vulnerability detected.",
          "alertTacticsColumnName": null,
          "alertDescriptionFormat": "This query detects Natural language processing model extraction 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/NaturalLanguageProcessingModelExtractionVulDetection.yaml",
        "templateVersion": "1.0.0",
        "status": "Available"
      }
    }
  ]
}