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
2,377

AI/ML CVEs Tracked

337

Critical

391

New This Week

18

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 826 results — has patch
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 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 4 ATLAS
HIGH EXPLOIT AVAIL

langflow: Path Traversal enables file access

CVE-2026-33497
7.5
EPSS 8.0%
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 1.4%
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 98.4%
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 0.7%
Supply Chain Model Poisoning Code Execution Framework Model Training Data
mlflow Patch: 3.9.0rc0 CWE-22 655 6 ATLAS
HIGH

Ray Dashboard: unauthenticated path traversal file read

CVE-2026-32981
7.5
EPSS 0.7%
Data Extraction Auth Bypass Framework Inference
ray Patch: 2.8.1 CWE-22 873 4 ATLAS
HIGH EXPLOIT AVAIL

mlflow: Code Injection enables RCE

CVE-2025-14287
7.5
EPSS 1.2%
Supply Chain Model Poisoning Code Execution Framework Model
mlflow Patch: 3.8.0rc0 CWE-94 655 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 58 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 58 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 51 3 ATLAS
MEDIUM

langgraph: Deserialization enables RCE

CVE-2026-28277
6.8
EPSS 5.2%
Code Execution Data Leakage Supply Chain Framework Agent
langgraph Patch: 1.0.10 CWE-502 3.3K 5 ATLAS
HIGH

xgrammar: security flaw enables exploitation

CVE-2026-25048
--
EPSS 0.4%
DoS Inference Framework
xgrammar Patch: 0.1.32 CWE-674 160 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 58 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 58 5 ATLAS
CRITICAL

picklescan: Allowlist Bypass evades input filtering

GHSA-g38g-8gr9-h9xp
9.8
Supply Chain Code Execution Framework Model
picklescan Patch: 1.0.4 CWE-184 3 7 ATLAS 1 incident

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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