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 2345 results — no patch
MEDIUM

vLLM: FLAC header spoofing crashes transcription API

CVE-2026-90555
6.5
EPSS 0.3%
DoS Inference API
vllm CWE-409 92 3 ATLAS
MEDIUM

vLLM: audio decode DoS via NanoNemotronVL video input

CVE-2026-90554
6.2
EPSS 0.1%
DoS Inference Model
vllm CWE-400 92 3 ATLAS
HIGH

vLLM: RCE bypasses trust_remote_code model safeguard

CVE-2026-90553
7.8
EPSS 0.2%
Supply Chain Code Execution Inference Model
vllm CWE-94 92 4 ATLAS
HIGH EXPLOIT AVAIL

Flowise: IDOR in abort API enables agent DoS

CVE-2026-90535
7.5
EPSS 0.3%
Auth Bypass DoS Agent API
flowise CWE-862 2 ATLAS
MEDIUM

Flowise: IDOR leaks cross-workspace credentials

CVE-2026-90534
6.5
EPSS 0.2%
Auth Bypass Data Leakage Privacy Violation Agent Framework Plugin
flowise CWE-639 3 ATLAS
MEDIUM EXPLOIT AVAIL

Flowise: IDOR exposes org owner's password hash

CVE-2026-90533
6.5
EPSS 0.2%
Auth Bypass Data Leakage Agent Framework
flowise CWE-862 3 ATLAS
MEDIUM EXPLOIT AVAIL

WPBot: unauthenticated AJAX abuse drains AI API budget

CVE-2026-87918
5.3
EPSS 0.2%
Auth Bypass DoS Plugin API
WPBot 4 ATLAS
MEDIUM EXPLOIT AVAIL

WPBot: missing auth check leaks chat visitor PII

CVE-2026-87916
5.3
EPSS 0.2%
Auth Bypass Privacy Violation Data Leakage Agent Plugin
WPBot 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

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

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?

Get ATLAS technique mappings, compliance reports (ISO 42001, EU AI Act), breaking alerts, and full CISO analysis with a Pro subscription.

Start 14-Day Free Trial