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.

Each CVE is enriched with
  • CVSS severity
  • EPSS exploit probability
  • Exploitation confidence
  • AI-component classification
  • Compliance mappings
4,307

AI/ML CVEs Tracked

533

Critical

96

New This Week

25

In CISA KEV

Latest AI Security Threats

Showing 20 of 1431 results — has patch
CRITICALKEVSCANNER

langflow: Code Injection enables RCE

CVE-2026-33017
9.8
EPSS 96.2%
Model PoisoningCode ExecutionFrameworkAgentAPI
langflowPatch: 1.9.0CWE-956 ATLAS
CRITICALEXPLOIT AVAIL

mlflow: Path Traversal enables file access

CVE-2025-15031
9.1
EPSS 0.8%
Supply ChainModel PoisoningCode ExecutionFrameworkModelTraining Data
mlflowPatch: 3.9.0rc0CWE-226956 ATLAS
HIGHEXPLOIT AVAIL

Ray Dashboard: unauthenticated path traversal file read

CVE-2026-32981
7.5
EPSS 1.0%
Data ExtractionAuth BypassFrameworkInference
rayPatch: 2.8.1CWE-226424 ATLAS
HIGHEXPLOIT AVAIL

mlflow: Code Injection enables RCE

CVE-2025-14287
7.5
EPSS 1.5%
Supply ChainModel PoisoningCode ExecutionFrameworkModel
mlflowPatch: 3.8.0rc0CWE-946957 ATLAS
MEDIUM

fickling: Allowlist Bypass evades input filtering

GHSA-5cxw-w2xg-2m8h
--
Supply ChainData ExtractionCode ExecutionFrameworkModelTraining Data
ficklingPatch: 0.1.10CWE-184625 ATLAS
MEDIUM

fickling: Allowlist Bypass evades input filtering

GHSA-r48f-3986-4f9c
--
Data ExtractionCode ExecutionAuth BypassFramework
ficklingPatch: 0.1.10CWE-184625 ATLAS
CRITICAL

claudecodeui: OS command injection in Git API endpoints

CVE-2026-31862
9.1
EPSS 0.5%
Code ExecutionSupply ChainFrameworkAgent
@siteboon/claude-code-uiPatch: 1.24.0CWE-774 ATLAS
HIGHEXPLOIT AVAIL

Flowise: SSRF via HTTP Node exposes internal network

CVE-2026-31829
8.8
EPSS 2.7%
Data ExtractionAuth BypassAgentFramework
flowise-componentsPatch: 3.0.13CWE-9184 ATLAS
CRITICALEXPLOIT AVAIL

mcp-atlassian: Path Traversal enables file access

CVE-2026-27825
9.1
EPSS 12.3%
Code ExecutionPrompt InjectionSupply ChainAgentPluginFramework
mcp-atlassianPatch: 0.17.0CWE-2226 ATLAS
HIGHEXPLOIT AVAILSCANNER

mcp-atlassian: SSRF allows internal network access

CVE-2026-27826
8.2
EPSS 13.9%
Auth BypassPrompt InjectionData ExtractionAgentPluginAPI
mcp-atlassianPatch: 0.17.0CWE-91827 ATLAS
HIGH

sagemaker: Allowlist Bypass evades input filtering

GHSA-5r2p-pjr8-7fh7
--
Code ExecutionSupply ChainData ExtractionFrameworkAPI
sagemakerPatch: 3.4.0CWE-184503 ATLAS
MEDIUM

langgraph: Deserialization enables RCE

CVE-2026-28277
6.8
EPSS 5.5%
Code ExecutionData LeakageSupply ChainFrameworkAgent
langgraphPatch: 1.0.10CWE-5024.1K5 ATLAS
HIGHEXPLOIT AVAIL

xgrammar: security flaw enables exploitation

CVE-2026-25048
7.5
EPSS 1.3%
DoSInferenceFramework
xgrammarPatch: 0.1.32CWE-6741324 ATLAS
HIGH

fickling: Allowlist Bypass evades input filtering

GHSA-5hwf-rc88-82xm
--
Supply ChainCode ExecutionFrameworkModel
ficklingPatch: 0.1.9CWE-184625 ATLAS
HIGH

fickling: Protection Bypass circumvents security controls

GHSA-wccx-j62j-r448
--
Code ExecutionSupply ChainAuth BypassFrameworkModelInference
ficklingPatch: 0.1.9CWE-693625 ATLAS
CRITICAL

picklescan: Allowlist Bypass evades input filtering

GHSA-g38g-8gr9-h9xp
9.8
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 1.0.4CWE-18437 ATLAS1 incident
CRITICAL

picklescan: security flaw enables exploitation

GHSA-vvpj-8cmc-gx39
10.0
Supply ChainCode ExecutionAuth BypassModelFramework
picklescanPatch: 1.0.4CWE-18338 ATLAS
CRITICAL

picklescan: Allowlist Bypass evades input filtering

GHSA-7wx9-6375-f5wh
9.8
Supply ChainCode ExecutionFramework
picklescanPatch: 1.0.4CWE-18435 ATLAS
MEDIUM

langgraph-checkpoint: Deserialization enables RCE

CVE-2026-27794
6.6
EPSS 0.8%
Code ExecutionSupply ChainFrameworkAgent
langgraph-checkpointPatch: 4.0.0CWE-5024.1K4 ATLAS
MEDIUM

fickling: Allowlist Bypass evades input filtering

GHSA-mhc9-48gj-9gp3
--
Supply ChainCode ExecutionFrameworkModel
ficklingPatch: 0.1.8CWE-184627 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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