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"
}
}
]
}