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AIShield - Image classification AI Model extraction high suspicious vulnerability detection

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Idb4cc5396-2a34-45f5-a726-860e476edf15
RulenameAIShield - Image classification AI Model extraction high suspicious vulnerability detection
DescriptionThis alert creates an incident when Image classification AI Model extraction high 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/ImageClassficationModelExtractionHighSuspiciousVulnDetection.yaml
Version1.0.4
Arm templateb4cc5396-2a34-45f5-a726-860e476edf15.json
Deploy To Azure
AIShield
| where Message has 'Image Classification AI Model Extraction Attack Identified'
| where Severity =~ 'High'
| where SuspiciousLevel =~ 'high suspicious attack'
| extend NTDomain = tostring(split(Computer, '\\')[0]), HostName = tostring(split(Computer, '.')[0])
name: AIShield - Image classification AI Model extraction high suspicious vulnerability detection
kind: Scheduled
tactics: []
triggerThreshold: 0
triggerOperator: gt
version: 1.0.4
status: Available
alertDetailsOverride:
  alertDisplayNameFormat: AIShield - Image Classification AI Model extraction high suspicious vulnerability detected.
  alertDescriptionFormat: |
        This query detects Image Classification AI Model extraction high suspicious, high severity alert from AIShield generated at {{TimeGenerated}}.\n\nPlease check the source for more information and investigate further.
  alertTacticsColumnName: 
  alertSeverityColumnName: Severity
queryFrequency: 1h
id: b4cc5396-2a34-45f5-a726-860e476edf15
requiredDataConnectors:
- connectorId: BoschAIShield
  dataTypes:
  - AIShield
eventGroupingSettings:
  aggregationKind: SingleAlert
relevantTechniques: []
description: |
    'This alert creates an incident when Image classification AI Model extraction high suspicious, high severity vulnerability detected from the AIShield.'
entityMappings:
- entityType: Host
  fieldMappings:
  - columnName: HostName
    identifier: HostName
  - columnName: NTDomain
    identifier: NTDomain
- entityType: IP
  fieldMappings:
  - columnName: SourceName
    identifier: Address
OriginalUri: https://github.com/Azure/Azure-Sentinel/blob/master/Solutions/AIShield AI Security Monitoring/Analytic Rules/ImageClassficationModelExtractionHighSuspiciousVulnDetection.yaml
queryPeriod: 1h
severity: High
query: |
  AIShield
  | where Message has 'Image Classification AI Model Extraction Attack Identified'
  | where Severity =~ 'High'
  | where SuspiciousLevel =~ 'high suspicious attack'
  | extend NTDomain = tostring(split(Computer, '\\')[0]), HostName = tostring(split(Computer, '.')[0])