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
3,018

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 1076 results — has patch
MEDIUM

n8n: OAuth state forgery hijacks user credentials

CVE-2026-33720
4.2
EPSS 0.2%
Auth Bypass Social Engineering Data Extraction Agent Framework API
n8n Patch: 2.8.0 CWE-863 16 6 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
CRITICAL

n8n: member role steals plaintext HTTP credentials

CVE-2026-33663
10.0
EPSS 0.4%
Auth Bypass Data Extraction Data Leakage Agent Framework API
n8n Patch: 1.123.27 CWE-639 16 6 ATLAS
CRITICAL

TensorFlow: type confusion NPD in tensor conversion

CVE-2026-33660
10.0
EPSS 1.0%
Code Execution DoS Framework Inference
n8n Patch: 2.14.1 CWE-94 16 3 ATLAS
MEDIUM

n8n: uninitialized buffer leaks secrets via Task Runner

CVE-2026-27496
6.5
EPSS 0.3%
Data Leakage Data Extraction Agent Framework
n8n Patch: 1.123.22 CWE-908 16 4 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
CRITICAL EXPLOIT AVAIL

langflow: Path Traversal enables file access

CVE-2026-33309
9.9
EPSS 12.4%
Code Execution Auth Bypass Supply Chain Framework Agent Plugin
langflow Patch: 1.9.0 CWE-22 8 ATLAS
CRITICAL KEV SCANNER

langflow: Code Injection enables RCE

CVE-2026-33017
9.8
EPSS 99.8%
Model Poisoning Code Execution Framework Agent API
langflow Patch: 1.9.0 CWE-95 6 ATLAS
CRITICAL EXPLOIT AVAIL

mlflow: Path Traversal enables file access

CVE-2025-15031
9.1
EPSS 0.9%
Supply Chain Model Poisoning Code Execution Framework Model Training Data
mlflow Patch: 3.9.0rc0 CWE-22 674 6 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-22 619 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-94 674 7 ATLAS
MEDIUM

fickling: Allowlist Bypass evades input filtering

GHSA-5cxw-w2xg-2m8h
--
Supply Chain Data Extraction Code Execution Framework Model Training Data
fickling Patch: 0.1.10 CWE-184 61 5 ATLAS
MEDIUM

fickling: Allowlist Bypass evades input filtering

GHSA-r48f-3986-4f9c
--
Data Extraction Code Execution Auth Bypass Framework
fickling Patch: 0.1.10 CWE-184 61 5 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
CRITICAL EXPLOIT AVAIL

mcp-atlassian: Path Traversal enables file access

CVE-2026-27825
9.1
EPSS 2.3%
Code Execution Prompt Injection Supply Chain Agent Plugin Framework
mcp-atlassian Patch: 0.17.0 CWE-22 6 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 50 3 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.

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