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
4,307

AI/ML CVEs Tracked

533

Critical

95

New This Week

25

In CISA KEV

Sort:DateCVSSEPSSKEV firstMost exploited
Filter:AllCriticalHighMediumKEV onlyActive exploitationHas patchNo patch

Latest AI Security Threats

Showing 20 of 1431 results — has patch
MEDIUM

n8n: unauthed webhook bypass hijacks AI agent workflows

CVE-2026-54308
--
EPSS 0.3%
Auth BypassCode ExecutionData ExtractionAgentFrameworkPlugin
n8nPatch: 2.26.2CWE-290165 ATLAS
HIGH

n8n: auth bypass lets read-only users execute workflows

GHSA-hv7x-3x78-gx53
7.4
Auth BypassCode ExecutionAgentFramework
n8nPatch: 1.123.55CWE-284164 ATLAS
UNKNOWN

n8n: MongoDB query injection overwrites arbitrary documents

CVE-2026-54313
--
EPSS 0.3%
Auth BypassModel PoisoningData LeakageAgentPluginRAG
n8nPatch: 2.24.0CWE-89165 ATLAS
UNKNOWN

n8n: SQL injection in Postgres nodes, CVSS 9.9

CVE-2026-54310
--
EPSS 0.5%
Code ExecutionData ExtractionData LeakageAgentPlugin
n8nPatch: 2.26.2CWE-89165 ATLAS
UNKNOWN

n8n: Git node path traversal bypasses file sandbox

CVE-2026-49465
--
EPSS 0.5%
Data ExtractionAuth BypassAgentPlugin
n8nPatch: 1.123.48CWE-22165 ATLAS
UNKNOWN

n8n: Python sandbox escape enables container RCE

CVE-2026-49444
--
EPSS 0.4%
Code ExecutionData ExtractionAgentFrameworkPlugin
n8nPatch: 1.123.48CWE-20165 ATLAS
CRITICALEXPLOIT AVAIL

vllm: auth bypass exposes OpenAI inference API

CVE-2026-48746
9.1
EPSS 1.2%
Auth BypassDoSData ExtractionInferenceAPI
vllmPatch: 0.22.0CWE-444946 ATLAS
MEDIUMEXPLOIT AVAIL

Langflow: unauth file read via Shareable Playground

CVE-2026-48520
6.1
EPSS 0.4%
Data ExtractionData LeakageAuth BypassFrameworkAgent
langflowPatch: 1.10.0CWE-735 ATLAS
CRITICALEXPLOIT AVAIL

Langflow: unauthenticated RCE via Shareable Playground

CVE-2026-48519
9.6
EPSS 0.8%
Code ExecutionAuth BypassFrameworkAgent
langflowPatch: 1.9.2CWE-945 ATLAS
MEDIUMEXPLOIT AVAIL

Langflow: path traversal enables arbitrary file write

CVE-2026-42867
6.5
EPSS 0.5%
Code ExecutionData LeakageSupply ChainFrameworkRAG
langflowPatch: 1.9.0CWE-223 ATLAS
HIGH

vLLM: assert bypass → RCE via poisoned HuggingFace model

CVE-2026-41523
7.5
EPSS 0.9%
Supply ChainCode ExecutionInferenceModel
vllmPatch: 0.22.0CWE-94945 ATLAS
HIGHEXPLOIT AVAIL

Langflow: IDOR exposes cross-user LLM data and deletion

CVE-2026-33760
8.8
EPSS 0.5%
Auth BypassData ExtractionPrivacy ViolationFrameworkAgent
langflowPatch: 1.9.0CWE-6394 ATLAS
MEDIUM

LangChain: path traversal exposes files outside sandbox

GHSA-gr75-jv2w-4656
5.1
Data ExtractionAuth BypassFrameworkAgent
langchain-anthropicPatch: 1.4.6CWE-223.2K4 ATLAS
HIGHEXPLOIT AVAIL

NLTK: path traversal leaks arbitrary local files

CVE-2026-54293
7.5
EPSS 0.6%
Data ExtractionPrivacy ViolationFramework
nltkPatch: 3.10.0CWE-223.0K5 ATLAS
MEDIUM

Nuxt: local unauth IPC leaks .env secrets on shared hosts

GHSA-534h-c3cw-v3h9
5.5
Data ExtractionData LeakageFrameworkAPI
nuxtPatch: 4.4.7CWE-2766.3K4 ATLAS
HIGH

Nuxt: auth bypass via URL case-sensitivity mismatch

CVE-2026-53721
--
EPSS 0.4%
Auth BypassFrameworkAPI
nuxtPatch: 4.4.7CWE-1786.3K3 ATLAS
MEDIUM

Nuxt: open redirect + XSS in navigation API (SSR+client)

GHSA-c9cv-mq2m-ppp3
6.1
EPSS 0.4%
Auth BypassSocial EngineeringCode ExecutionFrameworkAPI
nuxtPatch: 4.4.7CWE-796.3K5 ATLAS
MEDIUM

typo3/html-sanitizer: XSS bypass via namespace encoding

CVE-2026-47345
--
EPSS 0.5%
Code ExecutionData ExtractionFrameworkPlugin
typo3/html-sanitizerPatch: 2.3.2CWE-796.3K4 ATLAS
MEDIUMEXPLOIT AVAIL

Budibase: SSRF via VectorDB host exposes cloud metadata

CVE-2026-48148
--
EPSS 0.2%
Data ExtractionAuth BypassRAGFramework
@budibase/serverPatch: 3.35.3CWE-9184295 ATLAS
HIGHEXPLOIT AVAIL

Budibase: SSRF in OAuth2 exposes cloud credentials

CVE-2026-48146
7.7
EPSS 0.2%
Data ExtractionAuth BypassAgentPlugin
@budibase/serverPatch: 3.39.0CWE-918165 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.

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