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
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.
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
Evidence charts
Current chart outputs for this finding
External Signals
Vulnerabilities by AI Security Domain
Distribution of AI-relevant vulnerabilities across taxonomy buckets.
Spec title: chart_external_vulnerabilities_bucket_distribution
Chart ID: chart_external_vulnerabilities_bucket_distribution
Source: public.data.external.vulnerabilities.metrics.monthly
Caption: Taxonomy-bucket distribution for AI-relevant vulnerabilities.
Chart caveat: Directional external signal from public-source aggregation; not proof of any individual organization's internal security maturity.
Deck note: Frame as directional signal evidence layer, not maturity proof.
External Signals
AI Vulnerabilities by Month
Monthly volume of AI-relevant vulnerability disclosures (NVD, GHSA, OSV).
Spec title: chart_external_vulnerabilities_per_month
Chart ID: chart_external_vulnerabilities_per_month
Source: public.data.external.vulnerabilities.metrics.monthly
Caption: Monthly trend of AI-relevant vulnerability disclosures.
Chart caveat: Directional external signal from public-source aggregation; not proof of any individual organization's internal security maturity.
Deck note: Frame as directional signal evidence layer, not maturity proof.
chart_external_vulnerabilities_mitre_atlas_distribution
Chart contract is missing from the public chart catalog.
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