SecureAEye LAB ONLINE · SIG 657 · DET ~41s

← All attacks / AI/ML and emerging attacks

Unexpected code execution via agents

Agent-generated or injected code runs destructive commands

categoryAI/ML and emerging attacksseverityHighlabnot yet measured

Classification

18 values: 6 imported, 1 derived, 11 machine-classified. What do these mean?

Exploitability

Attack vectorAI model manipulation
Reach (CVSS)Network
Attack complexityLow
Privileges requiredNone
User interactionPassive
Attacker skill requiredMedium
Resources requiredLow
Likelihood / prevalenceMedium
MaturityEmerging

Impact & scope

SeverityHigh
ImpactAvailabilityConfidentialityIntegrity
PlatformAI System
EnvironmentAI system
Target asset classML model / agent
Kill-chain phase (tactic)AI Attack StagingExecution

Detection & response

Mitigated by 3

Framework references

Evidence & sources

  • ev-0001 (Cyber Attack Taxonomy) — Name, definition and Example/ID taken verbatim from the 'AI/ML and emerging attacks' table, line 631 of Cyber-Attack-Taxonomy.md
  • ev-0002 (Seeded-record enrichment run 2026-09-30 (crosswalk + facet classification)) — Crosswalk to atlas:AML.T0102, atlas:AML.T0050 as the nearest framework entries; ids verified to exist in the cached catalogues.