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 1908 results — High severity
HIGH

OpenClaw: display name spoofing bypasses agent allowFrom policy

CVE-2026-53857
8.1
EPSS 0.2%
Auth BypassSocial EngineeringData LeakageAgentFramework
openclawCWE-29035 ATLAS
HIGH

OpenClaw: allowlist bypass enables shell code execution

CVE-2026-53855
8.1
EPSS 0.3%
Auth BypassCode ExecutionAgentPlugin
openclawCWE-18435 ATLAS
HIGH

OpenClaw: exec allowlist bypass enables unrestricted RCE

CVE-2026-53853
8.3
EPSS 0.3%
Auth BypassCode ExecutionAgentFramework
openclawCWE-69334 ATLAS
HIGH

OpenClaw: auth bypass via Discord display name spoofing

CVE-2026-53849
8.1
EPSS 0.3%
Auth BypassSocial EngineeringAgent
openclawCWE-29034 ATLAS
HIGH

OpenClaw: path traversal enables arbitrary package-manager exec

CVE-2026-53846
7.1
EPSS 0.1%
Supply ChainCode ExecutionAgentFramework
openclawCWE-42634 ATLAS
HIGH

OpenClaw: revocation bypass grants node token access

CVE-2026-53843
8.8
EPSS 0.3%
Auth BypassAgent
openclawCWE-28434 ATLAS
HIGH

OpenClaw: env var injection enables arbitrary code exec

CVE-2026-53842
7.1
EPSS 0.1%
Code ExecutionSupply ChainAgent
openclawCWE-42635 ATLAS
HIGH

OpenClaw: credential exfiltration via MCP header forwarding

CVE-2026-53840
7.1
EPSS 0.2%
Data LeakageData ExtractionAuth BypassAgentAPIPlugin
openclawCWE-20035 ATLAS
HIGHEXPLOIT AVAIL

stable-diffusion.cpp: heap overflow in .ckpt model parser

CVE-2026-47749
7.8
EPSS 0.2%
Supply ChainCode ExecutionModelInference
CWE-1224 ATLAS
HIGH

n8n: XSS via CSP bypass steals user sessions

CVE-2026-54301
--
EPSS 0.2%
Auth BypassCode ExecutionData ExtractionAgentPluginFramework
n8nPatch: 1.123.55CWE-79166 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
HIGHEXPLOIT AVAIL

stable-diffusion.cpp: .ckpt heap overflow enables RCE

CVE-2026-47747
7.8
EPSS 0.2%
Supply ChainCode ExecutionModelInference
4 ATLAS
HIGHEXPLOIT AVAIL

stable-diffusion.cpp: heap overflow via crafted .ckpt model

CVE-2026-47750
7.8
EPSS 0.2%
Supply ChainCode ExecutionModelInference
5 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
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
HIGH

Nuxt: auth bypass via URL case-sensitivity mismatch

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

OpenClaw: PowerShell allowlist bypass enables arbitrary RCE

CVE-2026-53836
8.8
EPSS 0.5%
Auth BypassCode ExecutionAgent
OpenClawCWE-18434 ATLAS1 incident
HIGH

OpenClaw: auth bypass in QQBot pre-dispatch commands

CVE-2026-53834
7.5
EPSS 0.2%
Auth BypassCode ExecutionAgentPlugin
OpenClawCWE-86333 ATLAS1 incident
HIGH

OpenClaw: auth bypass allows agent config mutation

CVE-2026-53833
7.7
EPSS 0.2%
Auth BypassData LeakageAgentFramework
openclawCWE-29033 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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