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AIShield - Image classification AI Model Evasion low suspicious vulnerability detection

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Idc4bedb3c-4fb8-4b1c-af5b-8229bd25f521
RulenameAIShield - Image classification AI Model Evasion low suspicious vulnerability detection
DescriptionThis alert creates an incident when Image classification AI Model Evasion low suspicious, high severity 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/ImageClassficationModelEvasionLowSuspiciousVulnDetection.yaml
Version1.0.4
Arm templatec4bedb3c-4fb8-4b1c-af5b-8229bd25f521.json
Deploy To Azure
AIShield
| where Message has 'Image Classification AI Model Evasion Attack Identified'
| where Severity =~ 'Medium'
| where SuspiciousLevel =~ 'low suspicious attack'
| extend NTDomain = tostring(split(Computer, '\\')[0]), HostName = tostring(split(Computer, '.')[0])
id: c4bedb3c-4fb8-4b1c-af5b-8229bd25f521
triggerThreshold: 0
eventGroupingSettings:
  aggregationKind: SingleAlert
severity: High
alertDetailsOverride:
  alertSeverityColumnName: Severity
  alertDescriptionFormat: |
        This query detects Image Classification AI Model Evasion low suspicious, medium severity alert from AIShield generated at {{TimeGenerated}}.\n\nPlease check the source for more information and investigate further.
  alertDisplayNameFormat: AIShield - Image Classification AI Model Evasion low suspicious vulnerability detected.
  alertTacticsColumnName: 
requiredDataConnectors:
- connectorId: BoschAIShield
  dataTypes:
  - AIShield
entityMappings:
- fieldMappings:
  - identifier: HostName
    columnName: HostName
  - identifier: NTDomain
    columnName: NTDomain
  entityType: Host
- fieldMappings:
  - identifier: Address
    columnName: SourceName
  entityType: IP
version: 1.0.4
triggerOperator: gt
queryPeriod: 1h
query: |
  AIShield
  | where Message has 'Image Classification AI Model Evasion Attack Identified'
  | where Severity =~ 'Medium'
  | where SuspiciousLevel =~ 'low suspicious attack'
  | extend NTDomain = tostring(split(Computer, '\\')[0]), HostName = tostring(split(Computer, '.')[0])  
relevantTechniques: []
tactics: []
OriginalUri: https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/AIShield AI Security Monitoring/Analytic Rules/ImageClassficationModelEvasionLowSuspiciousVulnDetection.yaml
status: Available
description: |
    'This alert creates an incident when Image classification AI Model Evasion low suspicious, high severity vulnerability detected from the AIShield.'
name: AIShield - Image classification AI Model Evasion low suspicious vulnerability detection
kind: Scheduled
queryFrequency: 1h
{
  "$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/c4bedb3c-4fb8-4b1c-af5b-8229bd25f521')]",
      "kind": "Scheduled",
      "name": "[concat(parameters('workspace'),'/Microsoft.SecurityInsights/c4bedb3c-4fb8-4b1c-af5b-8229bd25f521')]",
      "properties": {
        "alertDetailsOverride": {
          "alertDescriptionFormat": "This query detects Image Classification AI Model Evasion low suspicious, medium severity alert from AIShield generated at {{TimeGenerated}}.\\n\\nPlease check the source for more information and investigate further.\n",
          "alertDisplayNameFormat": "AIShield - Image Classification AI Model Evasion low suspicious vulnerability detected.",
          "alertSeverityColumnName": "Severity",
          "alertTacticsColumnName": null
        },
        "alertRuleTemplateName": "c4bedb3c-4fb8-4b1c-af5b-8229bd25f521",
        "customDetails": null,
        "description": "'This alert creates an incident when Image classification AI Model Evasion low suspicious, high severity vulnerability detected from the AIShield.'\n",
        "displayName": "AIShield - Image classification AI Model Evasion low suspicious vulnerability detection",
        "enabled": true,
        "entityMappings": [
          {
            "entityType": "Host",
            "fieldMappings": [
              {
                "columnName": "HostName",
                "identifier": "HostName"
              },
              {
                "columnName": "NTDomain",
                "identifier": "NTDomain"
              }
            ]
          },
          {
            "entityType": "IP",
            "fieldMappings": [
              {
                "columnName": "SourceName",
                "identifier": "Address"
              }
            ]
          }
        ],
        "eventGroupingSettings": {
          "aggregationKind": "SingleAlert"
        },
        "OriginalUri": "https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/AIShield AI Security Monitoring/Analytic Rules/ImageClassficationModelEvasionLowSuspiciousVulnDetection.yaml",
        "query": "AIShield\n| where Message has 'Image Classification AI Model Evasion Attack Identified'\n| where Severity =~ 'Medium'\n| where SuspiciousLevel =~ 'low suspicious attack'\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": "1.0.4",
        "triggerOperator": "GreaterThan",
        "triggerThreshold": 0
      },
      "type": "Microsoft.OperationalInsights/workspaces/providers/alertRules"
    }
  ]
}