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

95

New This Week

25

In CISA KEV

Latest AI Security Threats

Showing 20 of 1431 results — has patch
MEDIUM

Filament: unauth file upload drains disk/inflates costs

CVE-2026-48500
6.5
EPSS 0.3%
DoSAuth BypassFramework
filament/filamentPatch: 4.11.5CWE-8625144 ATLAS
MEDIUMEXPLOIT AVAIL

Keras: path traversal via layer names allows arbitrary file write

CVE-2026-12479
6.1
EPSS 0.4%
Supply ChainCode ExecutionFrameworkModel
kerasPatch: 3.12.3CWE-224.1K4 ATLAS
HIGHEXPLOIT AVAIL

Chainlit: session hijacking via WebSocket restoration

CVE-2026-56104
8.2
EPSS 0.4%
Auth BypassData ExtractionFrameworkAgent
chainlitPatch: 2.10.1CWE-862415 ATLAS
CRITICAL

Langflow: auth bypass + unauthenticated RCE (CVSS 10)

CVE-2026-10561
10.0
EPSS 0.8%
Auth BypassCode ExecutionFramework
langflowPatch: 1.10.1CWE-945 ATLAS
HIGH

Grafana: stored XSS in geomap bypasses CVE-2023-0507 fix

CVE-2026-9029
7.3
EPSS 0.3%
Code ExecutionData LeakageAuth BypassFrameworkAPI
github.com/grafana/grafanaPatch: 1.9.2-0.20260616075434-82ef13993059CWE-795144 ATLAS
HIGHEXPLOIT AVAIL

litellm: auth bypass in MCP proxy, no credentials required

CVE-2026-12773
7.3
EPSS 1.0%
Auth BypassData ExtractionData LeakageAPIInferenceAgent
litellmPatch: 1.84.0CWE-28765 ATLAS
HIGH

Gogs: XSS via outdated Jupyter renderer, account takeover

GHSA-6vxv-wg6j-5qwp
--
Supply ChainCode ExecutionAuth BypassFramework
gogs.io/gogsPatch: 0.14.3CWE-803.0K4 ATLAS
CRITICALEXPLOIT AVAIL

Langflow: TAR symlink traversal enables full RCE

CVE-2026-55447
9.6
EPSS 0.7%
Code ExecutionAuth BypassData ExtractionFrameworkRAGAgent
langflowPatch: 1.9.2CWE-616 ATLAS
HIGHEXPLOIT AVAIL

Langflow: pre-auth DoS via malformed multipart boundary

CVE-2026-55446
7.5
EPSS 0.6%
DoSAuth BypassFramework
langflowPatch: 1.0.19CWE-4003 ATLAS
MEDIUMEXPLOIT AVAIL

Langflow: logout fails to clear session tokens

CVE-2026-55423
6.1
EPSS 0.2%
Auth BypassData ExtractionFrameworkAgent
langflowPatch: 1.7.0CWE-6133 ATLAS
CRITICALKEV

Langflow: IDOR allows cross-user flow execution

CVE-2026-55255
9.9
EPSS 0.9%
Auth BypassData ExtractionFrameworkAgent
langflowPatch: 1.9.1CWE-6395 ATLAS
HIGHEXPLOIT AVAIL

jupyterlab-git: excluded_paths bypass exposes secrets

CVE-2026-54528
7.1
EPSS 0.4%
Auth BypassData ExtractionFrameworkPlugin
jupyterlab-gitPatch: 0.54.0CWE-1781.9K5 ATLAS
CRITICALEXPLOIT AVAIL

jupyterlab-git: stored XSS escalates to full RCE

CVE-2026-54527
9.0
EPSS 0.5%
Code ExecutionData ExtractionAuth BypassPluginFramework
@jupyterlab/gitPatch: 0.54.0CWE-791.9K6 ATLAS
HIGHEXPLOIT AVAIL

Home Assistant Konnected: auth bypass leaks alarm panel state

CVE-2026-54317
7.6
EPSS 0.3%
Auth BypassData ExtractionDoSPlugin
homeassistantPatch: 2026.6.0CWE-2005144 ATLAS
HIGH

containerd: symlink follow leaks host files via kubectl logs

CVE-2026-53489
--
EPSS 0.2%
Data ExtractionSupply ChainInferenceFramework
github.com/containerd/containerd/v2Patch: 2.1.9CWE-616.3K5 ATLAS
HIGH

containerd: label injection enables host RCE via CRI plugin

CVE-2026-53488
--
EPSS 0.2%
Supply ChainCode ExecutionInferencePlugin
github.com/containerd/containerd/v2Patch: 2.0.10CWE-746.3K5 ATLAS
MEDIUM

containerd: checkpoint import poisons node image cache

CVE-2026-50195
--
EPSS 0.3%
Supply ChainCode ExecutionInferenceFramework
github.com/containerd/containerd/v2Patch: 2.1.9CWE-3456.3K4 ATLAS
LOW

Symfony LiveComponent: CSRF bypass via safelisted header

CVE-2026-49215
--
EPSS 0.2%
Auth BypassFrameworkAPI
symfony/ux-live-componentPatch: 2.36.0CWE-3526.3K2 ATLAS
LOW

symfony/ux-live: HMAC replay bypasses prop integrity

CVE-2026-49212
--
EPSS 0.2%
Auth BypassFramework
symfony/ux-live-componentPatch: 2.36.0CWE-3456.3K2 ATLAS
MEDIUM

JupyterLab: XSS via malicious PyPI extension URL

GHSA-vmhf-c436-hxj4
--
Supply ChainCode ExecutionSocial EngineeringPluginFramework
jupyterlabPatch: 4.5.9CWE-841.9K5 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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