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

114

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 3021 results
HIGH

mcp-searxng: DoS via unbounded URL response read

GHSA-xcqx-9jf5-w339
7.5
DoS Prompt Injection Agent Plugin
CWE-400 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

Stanza: pickle fallback bypass enables model RCE

CVE-2026-54499
7.5
EPSS 0.3%
Supply Chain Code Execution Model Framework
torch CWE-502 24.4K 5 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 EXPLOIT AVAIL

Mercator: SSRF enables internal network RCE via gopher://

CVE-2026-49345
--
EPSS 0.6%
Code Execution Data Extraction API Inference
CWE-918 4 ATLAS
HIGH EXPLOIT AVAIL

libaom: AV1 SVC OOB write enables RCE

CVE-2026-56211
7.1
EPSS 0.5%
Code Execution Supply Chain Inference
rhaiis/vllm-cpu-rhel9 130 2 ATLAS
HIGH

libaom: AV1 SVC bounds-check miss leaks heap, crashes

CVE-2026-56210
7.1
EPSS 0.3%
DoS Data Leakage Supply Chain Inference Framework
rhaiis/vllm-cpu-rhel9 130 3 ATLAS
HIGH

libaom: heap overflow in AV1 encoder LAP mode

CVE-2026-56208
7.6
EPSS 0.3%
Code Execution DoS Inference
rhaiis/vllm-cpu-rhel9 130 2 ATLAS
HIGH

libaom: arbitrary address write in AV1 SVC codec

CVE-2026-56209
7.1
EPSS 0.3%
Code Execution DoS Supply Chain Inference Training Data Framework
rhaiis/vllm-cpu-rhel9 130 3 ATLAS
HIGH

agentic-flow: MCP tool args enable OS command injection RCE

GHSA-vcv2-r9jh-99m5
8.8
Code Execution Supply Chain Agent Plugin
CWE-78 5 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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