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
3,021

AI/ML CVEs Tracked

424

Critical

113

New This Week

19

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 462 results — High severity, has patch
HIGH

vLLM: trust_remote_code bypass enables RCE

CVE-2026-27893
8.8
EPSS 1.3%
Code Execution Supply Chain Inference Framework Model
vllm Patch: 0.18.0 CWE-693 130 5 ATLAS
HIGH

n8n: SSH MitM enables malicious workflow injection

CVE-2026-33724
7.4
EPSS 0.3%
Supply Chain Auth Bypass Agent Framework
n8n Patch: 2.5.0 CWE-639 16 4 ATLAS
HIGH

n8n: SQLi in Data Table node, full DB compromise

CVE-2026-33713
8.8
EPSS 0.4%
Code Execution Data Extraction Data Leakage Agent Framework Plugin
n8n Patch: 1.123.26 CWE-89 16 6 ATLAS
HIGH

n8n: Prototype pollution enables RCE via workflow nodes

CVE-2026-33696
8.8
EPSS 0.8%
Code Execution Supply Chain Agent Framework Plugin
n8n Patch: 2.14.1 CWE-1321 16 7 ATLAS
HIGH

n8n: LDAP email match enables permanent account takeover

CVE-2026-33665
8.2
EPSS 0.3%
Auth Bypass Code Execution Data Extraction Agent Framework
n8n Patch: 2.4.0 CWE-287 16 5 ATLAS
HIGH EXPLOIT AVAIL SCANNER

langflow: Path Traversal enables file access

CVE-2026-33497
7.5
EPSS 19.6%
Data Extraction Auth Bypass Framework Agent
langflow Patch: 1.7.1 CWE-22 5 ATLAS
HIGH EXPLOIT AVAIL

langflow: Access Control bypass enables privilege escalation

CVE-2026-33484
7.5
EPSS 5.8%
Auth Bypass Data Extraction Privacy Violation Framework API
langflow Patch: 1.9.0 CWE-284 5 ATLAS
HIGH EXPLOIT AVAIL

Ray Dashboard: unauthenticated path traversal file read

CVE-2026-32981
7.5
EPSS 0.9%
Data Extraction Auth Bypass Framework Inference
ray Patch: 2.8.1 CWE-22 620 4 ATLAS
HIGH EXPLOIT AVAIL

mlflow: Code Injection enables RCE

CVE-2025-14287
7.5
EPSS 1.5%
Supply Chain Model Poisoning Code Execution Framework Model
mlflow Patch: 3.8.0rc0 CWE-94 680 7 ATLAS
HIGH EXPLOIT AVAIL

Flowise: SSRF via HTTP Node exposes internal network

CVE-2026-31829
8.8
EPSS 2.3%
Data Extraction Auth Bypass Agent Framework
flowise-components Patch: 3.0.13 CWE-918 4 ATLAS
HIGH EXPLOIT AVAIL SCANNER

mcp-atlassian: SSRF allows internal network access

CVE-2026-27826
8.2
EPSS 13.6%
Auth Bypass Prompt Injection Data Extraction Agent Plugin API
mcp-atlassian Patch: 0.17.0 CWE-918 7 ATLAS
HIGH

sagemaker: Allowlist Bypass evades input filtering

GHSA-5r2p-pjr8-7fh7
--
Code Execution Supply Chain Data Extraction Framework API
sagemaker Patch: 3.4.0 CWE-184 51 3 ATLAS
HIGH EXPLOIT AVAIL

xgrammar: security flaw enables exploitation

CVE-2026-25048
7.5
EPSS 0.7%
DoS Inference Framework
xgrammar Patch: 0.1.32 CWE-674 14 4 ATLAS
HIGH

fickling: Allowlist Bypass evades input filtering

GHSA-5hwf-rc88-82xm
--
Supply Chain Code Execution Framework Model
fickling Patch: 0.1.9 CWE-184 61 5 ATLAS
HIGH

fickling: Protection Bypass circumvents security controls

GHSA-wccx-j62j-r448
--
Code Execution Supply Chain Auth Bypass Framework Model Inference
fickling Patch: 0.1.9 CWE-693 61 5 ATLAS
HIGH

fickling: security flaw enables exploitation

GHSA-mxhj-88fx-4pcv
--
Supply Chain Code Execution Auth Bypass Framework Model
fickling Patch: 0.1.8 CWE-436 61 6 ATLAS
HIGH

mlflow: Path Traversal enables file access

CVE-2026-2033
8.1
EPSS 1.7%
Data Extraction Model Poisoning Code Execution Framework RAG Model
mlflow Patch: 3.8.0rc0 CWE-22 680 11 ATLAS
HIGH EXPLOIT AVAIL

google-cloud-aiplatform: XSS enables session hijacking

CVE-2026-2472
8.1
EPSS 0.5%
Code Execution Data Extraction Supply Chain Framework API
google-cloud-aiplatform Patch: 1.131.0 CWE-79 198 8 ATLAS
HIGH

picklescan: Allowlist Bypass evades input filtering

GHSA-97f8-7cmv-76j2
--
Code Execution Supply Chain Model Framework
picklescan Patch: 1.0.3 CWE-184 3 7 ATLAS
HIGH EXPLOIT AVAIL

pydantic-ai: SSRF allows internal network access

CVE-2026-25580
8.6
EPSS 0.6%
Data Extraction Auth Bypass Framework Agent API
pydantic-ai-slim Patch: 1.56.0 CWE-918 483 6 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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