ConsultingWorkbench-backed AI security engagements — map, attack, defend, and prove your AI systems.
Scope a Review
aisecurityllc
Log inTake DiagnosticScope a Review
aisecurityllc
Scope a Review

aisecurity.llc

The Exploited Present

3 AI-relevant CVEs have reached CISA Known Exploited Vulnerability status — meaning they are actively being exploited in the wild right now. The market debates AI security as a future risk while defenders are already remediating KEV-listed AI/ML vulnerabilities. The top vulnerability bucket is AI/ML framework and library vulnerabilities (378 of 1,458 CVEs). The tools practitioners are hired to use are the attack surface. AI security investment is not a strategic hedge; it is immediate operational exposure.

Active exploitation, not theoretical risk

What this finding measures

Internal / Teaser Only

3 AI-relevant CVEs have reached CISA Known Exploited Vulnerability status — meaning they are actively being exploited in the wild right now. The market debates AI security as a future risk while defenders are already remediating KEV-listed AI/ML vulnerabilities. The top vulnerability bucket is AI/ML framework and library vulnerabilities (378 of 1,458 CVEs). The tools practitioners are hired to use are the attack surface. AI security investment is not a strategic hedge; it is immediate operational exposure.

Based on analyzed job-description signals, not proof of any individual company’s internal security maturity.

CISA Known Exploited AI CVEs

3 KEV entries (active exploitation confirmed)

Chart targets

  • chart_external_vulnerabilities_bucket_distribution
  • chart_external_vulnerabilities_per_month
  • chart_external_vulnerabilities_mitre_atlas_distribution

Active filters: period=all, industry=all, seniority=all

Clear

Evidence charts

Current chart outputs for this finding

chart_external_vulnerabilities_bucket_distribution

Chart contract is missing from the public chart catalog.

chart_external_vulnerabilities_per_month

Chart contract is missing from the public chart catalog.

chart_external_vulnerabilities_mitre_atlas_distribution

Chart contract is missing from the public chart catalog.

Recommended actions

What leaders should do next

Treat AI/ML framework CVEs as high-urgency — they are in actively-exploited tools.
Add AI framework dependency scanning to vulnerability management programs immediately.
Use CISA KEV AI entries in board-level risk communications.

Browse the full citation library for supporting research and source quotes.

Evidence library →