Microsoft Sentinel Analytic Rules
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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'
queryFrequency: 1h
severity: High
triggerThreshold: 0
OriginalUri: https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/AIShield AI Security Monitoring/Analytic Rules/TimeSeriesForecastingModelExtractionVulnDetection.yaml
relevantTechniques: []
query: |
  AIShield
  | where Message has 'TimeSeries Forecasting AI Model Extraction Attack Identified'
  | where Severity =~ 'High'  
id: 9cdf6e2d-d113-41ae-9e2e-30cc624d668a
triggerOperator: gt
version: 1.0.0
requiredDataConnectors:
- connectorId: BoschAIShield
  dataTypes:
  - AIShield
eventGroupingSettings:
  aggregationKind: SingleAlert
description: |
    'This alert creates an incident when TimeSeries Forecasting model extraction vulnerability detected from the AIShield.'
queryPeriod: 1h
alertDetailsOverride:
  alertSeverityColumnName: Severity
  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.
  alertTacticsColumnName: 
  alertDisplayNameFormat: AIShield - TimeSeries Forecasting model extraction vulnerability detected.
status: Available
name: AIShield - TimeSeries Forecasting 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/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",
      "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": {
          "alertSeverityColumnName": "Severity",
          "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"
        },
        "customDetails": null,
        "entityMappings": null,
        "OriginalUri": "https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/AIShield AI Security Monitoring/Analytic Rules/TimeSeriesForecastingModelExtractionVulnDetection.yaml",
        "templateVersion": "1.0.0",
        "status": "Available"
      }
    }
  ]
}