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
3,021

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 EXPLOIT AVAIL

Keras: path traversal via layer names allows arbitrary file write

CVE-2026-12479
6.1
EPSS 0.4%
Supply Chain Code Execution Framework Model
keras Patch: 3.12.3 CWE-22 1.6K 4 ATLAS
HIGH

Gogs: XSS via outdated Jupyter renderer, account takeover

GHSA-6vxv-wg6j-5qwp
--
Supply Chain Code Execution Auth Bypass Framework
gogs.io/gogs Patch: 0.14.3 CWE-80 3.0K 4 ATLAS
CRITICAL EXPLOIT AVAIL

Langflow: TAR symlink traversal enables full RCE

CVE-2026-55447
9.6
EPSS 0.5%
Code Execution Auth Bypass Data Extraction Framework RAG Agent
langflow Patch: 1.9.2 CWE-61 6 ATLAS
HIGH EXPLOIT AVAIL

Langflow: pre-auth DoS via malformed multipart boundary

CVE-2026-55446
7.5
EPSS 0.3%
DoS Auth Bypass Framework
langflow Patch: 1.0.19 CWE-400 3 ATLAS
MEDIUM EXPLOIT AVAIL

Langflow: logout fails to clear session tokens

CVE-2026-55423
6.1
EPSS 0.2%
Auth Bypass Data Extraction Framework Agent
langflow Patch: 1.7.1 CWE-613 3 ATLAS
CRITICAL KEV

Langflow: IDOR allows cross-user flow execution

CVE-2026-55255
9.9
EPSS 29.1%
Auth Bypass Data Extraction Framework Agent
langflow Patch: 1.9.1 CWE-639 5 ATLAS
HIGH EXPLOIT AVAIL

jupyterlab-git: excluded_paths bypass exposes secrets

CVE-2026-54528
7.1
EPSS 0.4%
Auth Bypass Data Extraction Framework Plugin
jupyterlab-git Patch: 0.54.0 CWE-178 1.9K 5 ATLAS
UNKNOWN EXPLOIT AVAIL

jupyterlab-git: stored XSS escalates to full RCE

CVE-2026-54527
--
EPSS 0.4%
Code Execution Data Extraction Auth Bypass Plugin Framework
@jupyterlab/git Patch: 0.54.0 CWE-79 1.9K 6 ATLAS
HIGH EXPLOIT AVAIL

Home Assistant Konnected: auth bypass leaks alarm panel state

CVE-2026-54317
7.6
EPSS 0.3%
Auth Bypass Data Extraction DoS Plugin
homeassistant Patch: 2026.6.0 CWE-200 499 4 ATLAS
HIGH

containerd: symlink follow leaks host files via kubectl logs

CVE-2026-53489
--
EPSS 0.2%
Data Extraction Supply Chain Inference Framework
github.com/containerd/containerd/v2 Patch: 2.1.9 CWE-61 6.3K 5 ATLAS
HIGH

containerd: label injection enables host RCE via CRI plugin

CVE-2026-53488
--
EPSS 0.2%
Supply Chain Code Execution Inference Plugin
github.com/containerd/containerd/v2 Patch: 2.0.10 CWE-74 6.3K 5 ATLAS
MEDIUM

containerd: checkpoint import poisons node image cache

CVE-2026-50195
--
EPSS 0.3%
Supply Chain Code Execution Inference Framework
github.com/containerd/containerd/v2 Patch: 2.1.9 CWE-345 6.3K 4 ATLAS
LOW

Symfony LiveComponent: CSRF bypass via safelisted header

CVE-2026-49215
--
EPSS 0.1%
Auth Bypass Framework API
symfony/ux-live-component Patch: 2.36.0 CWE-352 6.3K 2 ATLAS
LOW

symfony/ux-live: HMAC replay bypasses prop integrity

CVE-2026-49212
--
EPSS 0.2%
Auth Bypass Framework
symfony/ux-live-component Patch: 2.36.0 CWE-345 6.3K 2 ATLAS
MEDIUM

JupyterLab: XSS via malicious PyPI extension URL

GHSA-vmhf-c436-hxj4
--
Supply Chain Code Execution Social Engineering Plugin Framework
jupyterlab Patch: 4.5.9 CWE-84 1.9K 5 ATLAS
MEDIUM

tract-onnx: path traversal exposes arbitrary local files

CVE-2026-55832
6.1
Supply Chain Data Extraction Model Inference
tract-onnx Patch: 0.21.17 CWE-22 1.1K 4 ATLAS
MEDIUM

nl-portal: GraphQL SSRF exposes Objecten-API auth token

CVE-2026-55414
5.3
Auth Bypass Data Extraction Privacy Violation API Framework
nl.nl-portal:form Patch: 3.0.4 CWE-862 620 3 ATLAS
MEDIUM

canto-saas-api: OAuth credentials logged via query params

CVE-2026-55375
5.3
Data Extraction Auth Bypass API
jleehr/canto-saas-api Patch: 3.0.0 CWE-209 3 ATLAS
HIGH

line-desktop-mcp: unauthenticated HTTP exposes LINE chats

CVE-2026-49357
--
EPSS 0.6%
Auth Bypass Data Extraction Privacy Violation Agent Plugin
line-desktop-mcp Patch: 1.1.2 CWE-306 16 6 ATLAS
HIGH

agenticmail: email prompt injection → bypassPermissions RCE

GHSA-fq4x-789w-jg5h
--
Prompt Injection Code Execution Auth Bypass Agent Framework API
@agenticmail/openclaw Patch: 0.5.71 CWE-306 4 6 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