AIShield
| where Message has 'Natural Language Processing AI Model Extraction Attack Identified'
| where Severity =~ 'High'
| extend NTDomain = tostring(split(Computer, '\\')[0]), HostName = tostring(split(Computer, '.')[0])
id: 6a386e19-1297-4706-be32-5025112b92a8
queryPeriod: 1h
severity: High
kind: Scheduled
alertDetailsOverride:
alertTacticsColumnName:
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.
alertSeverityColumnName: Severity
alertDisplayNameFormat: AIShield - Natural language processing model extraction vulnerability detected.
query: |
AIShield
| where Message has 'Natural Language Processing AI Model Extraction Attack Identified'
| where Severity =~ 'High'
| extend NTDomain = tostring(split(Computer, '\\')[0]), HostName = tostring(split(Computer, '.')[0])
entityMappings:
- fieldMappings:
- identifier: HostName
columnName: HostName
- identifier: NTDomain
columnName: NTDomain
entityType: Host
eventGroupingSettings:
aggregationKind: SingleAlert
triggerThreshold: 0
description: |
'This alert creates an incident when Natural language processing model extraction vulnerability detected from the AIShield.'
status: Available
name: AIShield - Natural language processing model extraction vulnerability detection
relevantTechniques: []
queryFrequency: 1h
requiredDataConnectors:
- connectorId: BoschAIShield
dataTypes:
- AIShield
tactics: []
triggerOperator: gt
OriginalUri: https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/AIShield AI Security Monitoring/Analytic Rules/NaturalLanguageProcessingModelExtractionVulDetection.yaml
version: 1.0.1
{
"$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
"contentVersion": "1.0.0.0",
"parameters": {
"workspace": {
"type": "String"
}
},
"resources": [
{
"apiVersion": "2023-02-01-preview",
"id": "[concat(resourceId('Microsoft.OperationalInsights/workspaces/providers', parameters('workspace'), 'Microsoft.SecurityInsights'),'/alertRules/6a386e19-1297-4706-be32-5025112b92a8')]",
"kind": "Scheduled",
"name": "[concat(parameters('workspace'),'/Microsoft.SecurityInsights/6a386e19-1297-4706-be32-5025112b92a8')]",
"properties": {
"alertDetailsOverride": {
"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",
"alertDisplayNameFormat": "AIShield - Natural language processing model extraction vulnerability detected.",
"alertSeverityColumnName": "Severity",
"alertTacticsColumnName": null
},
"alertRuleTemplateName": "6a386e19-1297-4706-be32-5025112b92a8",
"customDetails": null,
"description": "'This alert creates an incident when Natural language processing model extraction vulnerability detected from the AIShield.'\n",
"displayName": "AIShield - Natural language processing model extraction vulnerability detection",
"enabled": true,
"entityMappings": [
{
"entityType": "Host",
"fieldMappings": [
{
"columnName": "HostName",
"identifier": "HostName"
},
{
"columnName": "NTDomain",
"identifier": "NTDomain"
}
]
}
],
"eventGroupingSettings": {
"aggregationKind": "SingleAlert"
},
"OriginalUri": "https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/AIShield AI Security Monitoring/Analytic Rules/NaturalLanguageProcessingModelExtractionVulDetection.yaml",
"query": "AIShield\n| where Message has 'Natural Language Processing AI Model Extraction Attack Identified'\n| where Severity =~ 'High'\n| extend NTDomain = tostring(split(Computer, '\\\\')[0]), HostName = tostring(split(Computer, '.')[0])\n",
"queryFrequency": "PT1H",
"queryPeriod": "PT1H",
"severity": "High",
"status": "Available",
"suppressionDuration": "PT1H",
"suppressionEnabled": false,
"tactics": [],
"techniques": [],
"templateVersion": "1.0.1",
"triggerOperator": "GreaterThan",
"triggerThreshold": 0
},
"type": "Microsoft.OperationalInsights/workspaces/providers/alertRules"
}
]
}