AIShield - Image classification AI Model Evasion high suspicious vulnerability detection

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Id	76c9e83d-c6f9-4270-ad21-761410f9cc6c
Rulename	AIShield - Image classification AI Model Evasion high suspicious vulnerability detection
Description	This alert creates an incident when Image classification AI Model Evasion high suspicious, high severity vulnerability detected from the AIShield.
Severity	High
Required data connectors	BoschAIShield
Kind	Scheduled
Query frequency	1h
Query period	1h
Trigger threshold	0
Trigger operator	gt
Source Uri	https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/AIShield AI Security Monitoring/Analytic Rules/ImageClassficationModelEvasionHighSuspiciousVulnDetection.yaml
Version	1.0.4
Arm template	76c9e83d-c6f9-4270-ad21-761410f9cc6c.json

KQL

AIShield
| where Message has 'Image Classification AI Model Evasion Attack Identified'
| where Severity =~ 'High'
| where SuspiciousLevel =~ 'high suspicious attack'
| extend NTDomain = tostring(split(Computer, '\\')[0]), HostName = tostring(split(Computer, '.')[0])

YAML

entityMappings:
- fieldMappings:
  - columnName: HostName
    identifier: HostName
  - columnName: NTDomain
    identifier: NTDomain
  entityType: Host
- fieldMappings:
  - columnName: SourceName
    identifier: Address
  entityType: IP
severity: High
name: AIShield - Image classification AI Model Evasion high suspicious vulnerability detection
triggerThreshold: 0
alertDetailsOverride:
  alertDisplayNameFormat: AIShield - Image Classification AI Model Evasion high suspicious vulnerability detected.
  alertDescriptionFormat: |
        This query detects Image Classification AI Model Evasion high suspicious, high severity alert from AIShield generated at {{TimeGenerated}}.\n\nPlease check the source for more information and investigate further.
  alertTacticsColumnName: 
  alertSeverityColumnName: Severity
eventGroupingSettings:
  aggregationKind: SingleAlert
triggerOperator: gt
OriginalUri: https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/AIShield AI Security Monitoring/Analytic Rules/ImageClassficationModelEvasionHighSuspiciousVulnDetection.yaml
id: 76c9e83d-c6f9-4270-ad21-761410f9cc6c
kind: Scheduled
status: Available
queryFrequency: 1h
relevantTechniques: []
description: |
    'This alert creates an incident when Image classification AI Model Evasion high suspicious, high severity vulnerability detected from the AIShield.'
query: |
  AIShield
  | where Message has 'Image Classification AI Model Evasion Attack Identified'
  | where Severity =~ 'High'
  | where SuspiciousLevel =~ 'high suspicious attack'
  | extend NTDomain = tostring(split(Computer, '\\')[0]), HostName = tostring(split(Computer, '.')[0])  
version: 1.0.4
tactics: []
queryPeriod: 1h
requiredDataConnectors:
- dataTypes:
  - AIShield
  connectorId: BoschAIShield

ARM