AI Threat Alert

AI Security Threat Feed

Latest CVEs affecting AI/ML systems — LLM frameworks, ML libraries, AI agents, vector databases, and inference servers. Vulnerabilities are tracked from NVD, GitHub Advisory, CISA KEV, MITRE ATLAS, and enriched with CVSS, EPSS, exploitation confidence, AI-component classification, and compliance mappings to ISO 42001, EU AI Act, NIST AI RMF, and OWASP LLM Top 10. Updated continuously as new CVEs are published.

Sources
Each CVE is enriched with
  • CVSS severity
  • EPSS exploit probability
  • Exploitation confidence
  • AI-component classification
  • Compliance mappings
3,590

AI/ML CVEs Tracked

481

Critical

95

New This Week

24

In CISA KEV

Sort: Date CVSS EPSS KEV first Most exploited
Filter: All Critical High Medium KEV only Active exploitation Has patch No patch

Latest AI Security Threats

Showing 20 of 3590 results
HIGH

Mockoon: unauth admin API leaks secrets, hijacks mocks

CVE-2026-59148
8.8
EPSS 0.3%
Auth Bypass Data Leakage DoS API
@mockoon/cli Patch: 9.7.0 CWE-306 1.9K 2 ATLAS
HIGH

Shopper: broken RBAC lets viewer role become admin

CVE-2026-56828
8.8
Auth Bypass Framework
CWE-285
MEDIUM

Kiro IDE: repo content hijacks Powers registry, exfiltrates data

CVE-2026-89332
5.5
EPSS 0.2%
Data Leakage Supply Chain Code Execution Agent Plugin
4 ATLAS
MEDIUM

Concrete CMS: BOLA lets users forge Express entries

CVE-2026-81916
4.3
EPSS 0.2%
Auth Bypass Training Data
1 ATLAS
CRITICAL

Mistral Vibe: unvalidated paths let agent escape workspace

CVE-2026-87988
--
EPSS 0.3%
Auth Bypass Data Leakage Agent
mistral-vibe 492 3 ATLAS
CRITICAL EXPLOIT AVAIL

Mistral Vibe: env-var trick bypasses command allowlist

CVE-2026-87987
--
EPSS 0.3%
Code Execution Auth Bypass Agent Framework
mistral-vibe 492 5 ATLAS
CRITICAL

Mistral Vibe: shell parser bypass enables unapproved RCE

CVE-2026-87986
--
EPSS 0.4%
Code Execution Auth Bypass Agent
mistral-vibe 492 4 ATLAS
CRITICAL

Mistral Vibe: ANSI-C quote bypass enables RCE

CVE-2026-87985
--
EPSS 0.4%
Auth Bypass Code Execution Agent
mistral-vibe 492 4 ATLAS
CRITICAL

Mistral Vibe: shell redirection bypasses file-write guardrails

CVE-2026-87984
--
EPSS 0.4%
Code Execution Supply Chain Auth Bypass Agent
mistral-vibe 492 4 ATLAS
CRITICAL

Mistral Vibe: quoted paths bypass file read guard

CVE-2026-87983
--
EPSS 0.4%
Auth Bypass Data Leakage Agent
mistral-vibe 492 3 ATLAS
HIGH EXPLOIT AVAIL

Headroom: CSWSH bypass allows unauthenticated LLM abuse

CVE-2026-71416
8.8
EPSS 0.2%
Auth Bypass Data Leakage API Inference
3 ATLAS
HIGH EXPLOIT AVAIL

Traefik: HTTP routing desync enables auth/log bypass

CVE-2026-88009
--
EPSS 0.3%
Auth Bypass Data Leakage Inference API Agent
github.com/traefik/traefik/v2 Patch: 2.11.57 CWE-444 2 1 ATLAS
HIGH

Langflow: authenticated path traversal enables RCE

CVE-2026-84889
8.8
EPSS 0.5%
Code Execution Framework Agent
langflow CWE-22 3 ATLAS
HIGH

Langflow: MCP stdio tool bypasses RCE lockdown

CVE-2026-81941
8.8
EPSS 0.8%
Code Execution Auth Bypass Agent Framework
langflow CWE-284 4 ATLAS
HIGH

Langflow: RCE via unsanitized flow display names

CVE-2026-81940
8.8
EPSS 0.6%
Code Execution Framework Agent
CWE-94 3 ATLAS
HIGH

Langflow: stale API keys survive user deactivation

CVE-2026-81268
8.1
EPSS 0.3%
Auth Bypass Data Leakage Framework Agent API
langflow CWE-613 3 ATLAS
HIGH

Langflow: unauthenticated SSRF exposes internal resources

CVE-2026-81265
7.5
EPSS 0.2%
Data Extraction Privacy Violation Framework Agent
langflow CWE-918 2 ATLAS
HIGH

IBM Langflow: SSRF exposes internal network resources

CVE-2026-81213
8.6
EPSS 0.4%
Data Leakage Data Extraction Framework Agent
langflow CWE-918 2 ATLAS
HIGH

Langflow: broken authz on components enables RCE

CVE-2026-81211
8.8
EPSS 0.3%
Code Execution Auth Bypass Framework Agent Plugin
langflow CWE-862 3 ATLAS
CRITICAL

Langflow: unauthenticated RCE via code injection

CVE-2026-81204
9.8
EPSS 0.6%
Code Execution Supply Chain Framework Agent
langflow CWE-94 2 ATLAS

Frequently asked questions

What is an AI security threat feed?

An AI security threat feed is a continuously updated stream of vulnerabilities (CVEs) affecting AI and machine-learning systems — LLM frameworks, ML libraries, AI agents, vector databases, and inference servers — filtered out of the broader CVE firehose and enriched for relevance.

Which sources are the AI CVEs tracked from?

CVEs are tracked from NVD, GitHub Advisory, CISA KEV, and MITRE ATLAS, then enriched with CVSS, EPSS, exploitation confidence, AI-component classification, and compliance mappings.

What AI systems do these vulnerabilities affect?

Coverage spans LLM frameworks, ML libraries, AI agents, vector databases, and inference servers — the components most security teams now run in production.

How often is the AI threat feed updated?

The feed updates continuously as new CVEs are published and enriched, so the most recent AI/ML vulnerabilities appear at the top.

Is the AI security feed free?

Yes — the public feed is free to browse. A Pro subscription adds breaking alerts, MITRE ATLAS mappings, compliance reports (ISO 42001, EU AI Act), and full CISO analysis.

Need deeper analysis?

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