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
4,331

AI/ML CVEs Tracked

535

Critical

108

New This Week

25

In CISA KEV

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

Latest AI Security Threats

Showing 20 of 1295 results — High severity, no patch
HIGH

InsydeH2O UEFI: BIOS Shell allows Secure Boot bypass

CVE-2026-6485
8.2
EPSS 0.2%
Auth BypassCode ExecutionInference
InsydeH2O27
HIGH

Craft CMS: authenticated RCE via Yii2 behavior injection

CVE-2026-86730
8.8
EPSS 0.7%
Code ExecutionAuth BypassFramework
1 ATLAS
HIGH

libxml2: DTD double-free crashes Python SAX apps

CVE-2026-74860
8.5
EPSS 0.7%
DoSSupply ChainFrameworkInference
rhoai/odh-llama-stack-k8s-operator-rhel9143 ATLAS
HIGHEXPLOIT AVAIL

Pterodactyl Panel: subuser escalation to console RCE

CVE-2026-86177
8.8
EPSS 0.6%
Auth BypassCode ExecutionFramework
CWE-862
HIGH

Langflow: IDOR leaks and poisons workflow history

CVE-2026-17627
7.1
EPSS 0.3%
Auth BypassData LeakageFrameworkAgent
langflowCWE-6393 ATLAS
HIGH

Langflow: chat attachment path traversal leaks server secrets

CVE-2026-19306
7.7
EPSS 0.5%
Data LeakagePrivacy ViolationAuth BypassFrameworkAgentPlugin
langflowCWE-223 ATLAS
HIGH

Langflow: SSRF flaw exposes internal/cloud metadata

CVE-2026-19305
7.5
EPSS 0.5%
Data LeakageAuth BypassFrameworkAgent
langflowCWE-9182 ATLAS
HIGH

Langflow: SSRF via URL parser bypass exposes internal services

CVE-2026-19304
7.7
EPSS 0.4%
Data LeakageData ExtractionFrameworkAgent
langflowCWE-9182 ATLAS
HIGH

Langflow: path traversal enables arbitrary file deletion

CVE-2026-19303
8.1
EPSS 0.6%
DoSFrameworkAgent
langflowCWE-221 ATLAS
HIGH

Langflow: leaky credential fields expose secrets

CVE-2026-19300
7.5
EPSS 0.5%
Data LeakagePrivacy ViolationFrameworkAgent
langflow3 ATLAS
HIGH

Langflow: auth bypass in flow build enables RCE

CVE-2026-19298
8.8
EPSS 0.9%
Auth BypassCode ExecutionFrameworkAgent
langflowCWE-943 ATLAS
HIGHEXPLOIT AVAIL

ms-swift: unauth SSRF via multimodal media URLs

CVE-2026-85686
7.5
EPSS 0.5%
Code ExecutionData LeakageInferenceAPI
ms-swiftCWE-91862 ATLAS
HIGHEXPLOIT AVAIL

LLaMA-Factory: SSRF guard bypass via redirect/DNS rebind

CVE-2026-85673
7.5
EPSS 0.5%
Auth BypassData ExtractionAPIInference
llama-factoryCWE-9183 ATLAS
HIGHEXPLOIT AVAIL

OGX/Llama Stack: SSRF via MCP tool server_url

CVE-2026-85666
7.5
EPSS 0.7%
Data LeakageAuth BypassAgentAPIPlugin
llama-stackCWE-918143 ATLAS
HIGHEXPLOIT AVAIL

Ollama: SSRF via unvalidated model-pull redirects

CVE-2026-85180
7.5
EPSS 0.5%
Supply ChainData LeakageInferenceModel
ollamaCWE-9181.9K4 ATLAS
HIGHEXPLOIT AVAIL

Helicone: IDOR leaks cross-tenant LLM provider keys

CVE-2026-85178
7.7
EPSS 0.4%
Auth BypassData LeakageAPI
CWE-6393 ATLAS
HIGHEXPLOIT AVAIL

Label Studio: org filter bypass leaks tenant storage

CVE-2026-85211
7.7
EPSS 0.4%
Auth BypassData LeakagePrivacy ViolationTraining DataAPI
label-studio23 ATLAS
HIGHEXPLOIT AVAIL

Label Studio: SSRF via webhooks hits cloud metadata

CVE-2026-85179
8.5
EPSS 0.4%
Data LeakageData ExtractionTraining DataFramework
label-studio23 ATLAS
HIGH

n8n: plaintext credential leak via error logging

CVE-2026-85171
--
EPSS 0.6%
Data LeakagePrivacy ViolationAgentPlugin
n8n163 ATLAS
HIGH

n8n: local file read & SSRF via Gmail/Brevo nodes

CVE-2026-85170
--
EPSS 0.4%
Data ExtractionData LeakageAgentPlugin
n8nCWE-20163 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.

Start 14-Day Free Trial