Microsoft Sentinel Analytic Rules
cloudbrothers.infoAzure Sentinel RepoToggle Dark/Light/Auto modeToggle Dark/Light/Auto modeToggle Dark/Light/Auto modeBack to homepage

AIShield - Tabular classification model extraction vulnerability detection

Back
Id4cc66594-da15-4a41-b4de-cf9b63be6bc9
RulenameAIShield - Tabular classification model extraction vulnerability detection
DescriptionThis alert creates an incident when Tabular 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/TabularClassificationModelExtractionVulnDetection.yaml
Version1.0.0
Arm template4cc66594-da15-4a41-b4de-cf9b63be6bc9.json
Deploy To Azure
AIShield
| where Message has 'Tabular Classification AI Model Extraction Attack Identified'
| where Severity =~ 'High'
requiredDataConnectors:
- connectorId: BoschAIShield
  dataTypes:
  - AIShield
triggerOperator: gt
queryFrequency: 1h
name: AIShield - Tabular classification model extraction vulnerability detection
alertDetailsOverride:
  alertDescriptionFormat: |
        This query detects Tabular classification model extraction vulnerability alert from AIShield generated at {{TimeGenerated}}\n\nPlease check the source for more information and investigate further.
  alertDisplayNameFormat: AIShield - Tabular classification model extraction vulnerability detected.
  alertTacticsColumnName: 
  alertSeverityColumnName: Severity
status: Available
queryPeriod: 1h
id: 4cc66594-da15-4a41-b4de-cf9b63be6bc9
description: |
    'This alert creates an incident when Tabular classification model extraction vulnerability detected from the AIShield.'
severity: High
OriginalUri: https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/AIShield AI Security Monitoring/Analytic Rules/TabularClassificationModelExtractionVulnDetection.yaml
query: |
  AIShield
  | where Message has 'Tabular Classification AI Model Extraction Attack Identified'
  | where Severity =~ 'High'  
version: 1.0.0
kind: Scheduled
eventGroupingSettings:
  aggregationKind: SingleAlert
relevantTechniques: []
tactics: []
triggerThreshold: 0
{
  "$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/4cc66594-da15-4a41-b4de-cf9b63be6bc9')]",
      "name": "[concat(parameters('workspace'),'/Microsoft.SecurityInsights/4cc66594-da15-4a41-b4de-cf9b63be6bc9')]",
      "type": "Microsoft.OperationalInsights/workspaces/providers/alertRules",
      "kind": "Scheduled",
      "apiVersion": "2022-11-01-preview",
      "properties": {
        "displayName": "AIShield - Tabular classification model extraction vulnerability detection",
        "description": "'This alert creates an incident when Tabular classification model extraction vulnerability detected from the AIShield.'\n",
        "severity": "High",
        "enabled": true,
        "query": "AIShield\n| where Message has 'Tabular 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": "4cc66594-da15-4a41-b4de-cf9b63be6bc9",
        "eventGroupingSettings": {
          "aggregationKind": "SingleAlert"
        },
        "alertDetailsOverride": {
          "alertDescriptionFormat": "This query detects Tabular classification model extraction vulnerability alert from AIShield generated at {{TimeGenerated}}\\n\\nPlease check the source for more information and investigate further.\n",
          "alertDisplayNameFormat": "AIShield - Tabular classification model extraction vulnerability detected.",
          "alertTacticsColumnName": null,
          "alertSeverityColumnName": "Severity"
        },
        "customDetails": null,
        "entityMappings": null,
        "templateVersion": "1.0.0",
        "OriginalUri": "https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/AIShield AI Security Monitoring/Analytic Rules/TabularClassificationModelExtractionVulnDetection.yaml",
        "status": "Available"
      }
    }
  ]
}