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AIShield - TimeSeries Forecasting model extraction vulnerability detection

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Id9cdf6e2d-d113-41ae-9e2e-30cc624d668a
RulenameAIShield - TimeSeries Forecasting model extraction vulnerability detection
DescriptionThis alert creates an incident when TimeSeries Forecasting 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/TimeSeriesForecastingModelExtractionVulnDetection.yaml
Version1.0.0
Arm template9cdf6e2d-d113-41ae-9e2e-30cc624d668a.json
Deploy To Azure
AIShield
| where Message has 'TimeSeries Forecasting AI Model Extraction Attack Identified'
| where Severity =~ 'High'
version: 1.0.0
eventGroupingSettings:
  aggregationKind: SingleAlert
name: AIShield - TimeSeries Forecasting model extraction vulnerability detection
severity: High
queryFrequency: 1h
kind: Scheduled
queryPeriod: 1h
description: |
    'This alert creates an incident when TimeSeries Forecasting model extraction vulnerability detected from the AIShield.'
query: |
  AIShield
  | where Message has 'TimeSeries Forecasting AI Model Extraction Attack Identified'
  | where Severity =~ 'High'  
tactics: []
triggerOperator: gt
triggerThreshold: 0
OriginalUri: https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/AIShield AI Security Monitoring/Analytic Rules/TimeSeriesForecastingModelExtractionVulnDetection.yaml
requiredDataConnectors:
- connectorId: BoschAIShield
  dataTypes:
  - AIShield
status: Available
relevantTechniques: []
alertDetailsOverride:
  alertDisplayNameFormat: AIShield - TimeSeries Forecasting model extraction vulnerability detected.
  alertTacticsColumnName: 
  alertDescriptionFormat: |
        This query detects TimeSeries Forecasting model extraction vulnerability alert from AIShield generated at {{TimeGenerated}}\n\nPlease check the source for more information and investigate further.
  alertSeverityColumnName: Severity
id: 9cdf6e2d-d113-41ae-9e2e-30cc624d668a
{
  "$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/9cdf6e2d-d113-41ae-9e2e-30cc624d668a')]",
      "name": "[concat(parameters('workspace'),'/Microsoft.SecurityInsights/9cdf6e2d-d113-41ae-9e2e-30cc624d668a')]",
      "type": "Microsoft.OperationalInsights/workspaces/providers/alertRules",
      "kind": "Scheduled",
      "apiVersion": "2022-11-01-preview",
      "properties": {
        "displayName": "AIShield - TimeSeries Forecasting model extraction vulnerability detection",
        "description": "'This alert creates an incident when TimeSeries Forecasting model extraction vulnerability detected from the AIShield.'\n",
        "severity": "High",
        "enabled": true,
        "query": "AIShield\n| where Message has 'TimeSeries Forecasting 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": "9cdf6e2d-d113-41ae-9e2e-30cc624d668a",
        "eventGroupingSettings": {
          "aggregationKind": "SingleAlert"
        },
        "alertDetailsOverride": {
          "alertDisplayNameFormat": "AIShield - TimeSeries Forecasting model extraction vulnerability detected.",
          "alertTacticsColumnName": null,
          "alertDescriptionFormat": "This query detects TimeSeries Forecasting model extraction vulnerability alert from AIShield generated at {{TimeGenerated}}\\n\\nPlease check the source for more information and investigate further.\n",
          "alertSeverityColumnName": "Severity"
        },
        "customDetails": null,
        "entityMappings": null,
        "templateVersion": "1.0.0",
        "status": "Available",
        "OriginalUri": "https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/AIShield AI Security Monitoring/Analytic Rules/TimeSeriesForecastingModelExtractionVulnDetection.yaml"
      }
    }
  ]
}