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AIShield - Tabular classification AI Model Evasion high suspicious vulnerability detection

Description

'This alert creates an incident when Tabular classification AI Model Evasion high suspicious, high severity vulnerability detected from the AIShield.'
Rule type
Scheduled
Version
1.0.4
Declared status
Available
Query frequency
1h
Query period
1h
Trigger
gt 0

Declared sources

Metadata from the source file. No dependencies inferred from KQL.

Connectors

Data types

KQL query

Original query, unchanged.

AIShield
| where Message has 'Tabular 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])

Declared entities

HostIP

Related content

Links established from declared identifiers and solution manifests.

Source provenance

GitHub

Displayed values come from files in Azure/Azure-Sentinel. They describe the published template, not your workspace configuration.

Source identifier
669680fb-91e5-4cbd-9eb6-e5352e0f8af0
Additional source files 2Solutions/AIShield AI Security Monitoring/Analytic Rules/TabularClassificationModelEvasionHighSuspiciousVulnDetection.yamlsource ↗Solutions/AIShield AI Security Monitoring/Data/Solution_AIShield.jsonsolution-membership ↗
GSTEP / CATALOG TRACKING

Added to catalog : 16 Sept 2026 · 05:49 UTC
Last change observed : 16 Sept 2026 · 05:49 UTC

GSTEP sync dates, separate from the source content’s publication dates.