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 1431 results — has patch
MEDIUM

LangGraph MongoDB: NoSQL injection leaks tenant checkpoints

CVE-2026-48121
6.7
EPSS 0.4%
Data ExtractionAuth BypassData LeakageFrameworkAgent
@langchain/langgraph-checkpoint-mongodbPatch: 1.3.1CWE-9434.1K3 ATLAS
MEDIUM

Apache CXF: JWS signature bypass exposes JAX-RS APIs

CVE-2026-50634
6.5
EPSS 0.3%
Auth BypassData ExtractionAPIInference
org.apache.cxf:cxf-rt-rs-security-jose-jaxrsPatch: 4.2.2CWE-3472.6K3 ATLAS
HIGH

OpenClaw: RCE via workspace .env executable override

CVE-2026-53819
8.8
EPSS 0.3%
Supply ChainCode ExecutionAgentPlugin
openclawPatch: 2026.5.27CWE-42634 ATLAS1 incident
MEDIUM

OpenClaw: MCP loopback auth bypass enables policy evasion

CVE-2026-53818
6.6
EPSS 0.1%
Auth BypassCode ExecutionData ExtractionAgentPluginFramework
openclawPatch: 2026.4.24CWE-86234 ATLAS1 incident
HIGH

OpenClaw: locality spoof yields durable admin credentials

CVE-2026-53817
8.8
EPSS 0.3%
Auth BypassCode ExecutionAgent
openclawPatch: 2026.5.22CWE-29035 ATLAS1 incident
HIGH

OpenClaw: node event forgery bypasses exec authorization

CVE-2026-53816
7.2
EPSS 0.3%
Auth BypassCode ExecutionAgentFramework
openclawPatch: 2026.5.18CWE-86233 ATLAS1 incident
MEDIUM

OpenClaw: auth bypass exposes restricted channel messages

CVE-2026-53815
6.5
EPSS 0.2%
Auth BypassData ExtractionData LeakageAgentFramework
openclawPatch: 2026.5.19CWE-86237 ATLAS2 incidents
HIGH

OpenClaw: privilege escalation via hook-triggered MCP scope

CVE-2026-53814
8.3
EPSS 0.3%
Auth BypassCode ExecutionAgentPlugin
openclawPatch: 2026.5.20CWE-26635 ATLAS2 incidents
HIGH

OpenClaw: path traversal enables RCE via memory-core artifacts

CVE-2026-53813
7.8
EPSS 0.1%
Supply ChainCode ExecutionData ExtractionAgentFramework
openclawPatch: 2026.4.25CWE-42736 ATLAS1 incident
HIGH

OpenClaw: SSRF bypasses private-network access controls

CVE-2026-53812
7.7
EPSS 0.2%
Auth BypassData ExtractionPrivacy ViolationAgentPlugin
openclawPatch: 2026.5.18CWE-91835 ATLAS1 incident
HIGH

OpenClaw: privilege escalation via identity spoofing

CVE-2026-53811
8.8
EPSS 0.3%
Auth BypassData ExtractionAgent
openclawPatch: 2026.5.7CWE-29037 ATLAS1 incident
HIGH

OpenClaw: extension metadata bypass enables agent RCE

CVE-2026-53810
8.8
EPSS 0.4%
Supply ChainCode ExecutionAgentPlugin
openclawPatch: 2026.5.18CWE-82939 ATLAS1 incident
LOW

OpenClaw: policy bypass exposes restricted tool access

CVE-2026-53809
3.8
EPSS 0.1%
Auth BypassAgentPlugin
openclawPatch: 2026.4.25CWE-86333 ATLAS1 incident
HIGH

OpenClaw: shell flag bypass enables RCE in agent exec

CVE-2026-53806
8.8
EPSS 0.4%
Code ExecutionAuth BypassAgentFramework
openclawPatch: 2026.5.12CWE-36734 ATLAS1 incident
HIGHEXPLOIT AVAIL

Keras: path traversal allows arbitrary file write

CVE-2026-11816
8.1
EPSS 0.6%
Supply ChainCode ExecutionFrameworkTraining Data
kerasPatch: 3.14.0CWE-224.1K4 ATLAS
HIGHEXPLOIT AVAIL

vLLM: unauthenticated OOM DoS via video frame parsing

CVE-2026-5497
7.5
EPSS 0.5%
DoSInferenceAPI
vllmPatch: 0.19.0CWE-400943 ATLAS
MEDIUM

vLLM: revision pin bypass loads unreviewed artifacts

CVE-2026-47155
6.5
EPSS 0.2%
Supply ChainModel PoisoningInferenceModelFramework
vllmPatch: 0.22.0CWE-345944 ATLAS
LOW

net-imap: IMAP command smuggling enables DoS

CVE-2026-47241
--
EPSS 0.4%
DoSAPI
net-imapPatch: 0.6.4.1CWE-1623802 ATLAS
HIGH

twig/twig: sandbox bypass leaks render context

CVE-2026-47732
--
EPSS 0.4%
Auth BypassData ExtractionSupply ChainFrameworkAPI
twig/twigPatch: 3.26.0CWE-206.3K5 ATLAS
HIGH

skillctl: path traversal enables credential exfiltration

GHSA-wx3m-whqv-xv47
--
Supply ChainData ExtractionPrivacy ViolationAgentPlugin
skillctlPatch: 0.1.2CWE-2225 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.

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