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
HIGHEXPLOIT AVAIL

mcp-server-kubernetes: auth bypass enables full cluster RCE

CVE-2026-46519
8.8
EPSS 0.5%
Auth BypassCode ExecutionAgentPlugin
mcp-server-kubernetesPatch: 3.6.0CWE-86315 ATLAS
HIGHEXPLOIT AVAIL

LMDeploy: hardcoded trust_remote_code enables RCE

CVE-2026-46517
7.8
EPSS 0.2%
Supply ChainCode ExecutionInferenceFramework
lmdeployPatch: 0.13.0CWE-9415 ATLAS
HIGH

SageMaker SDK: cleartext HMAC key enables model artifact RCE

CVE-2026-8596
7.2
EPSS 0.6%
Data LeakageCode ExecutionSupply ChainInferenceModelFramework
sagemakerPatch: 2.257.2CWE-312504 ATLAS
HIGHEXPLOIT AVAIL

lmdeploy: hardcoded trust_remote_code enables RCE

CVE-2026-46432
7.8
EPSS 0.1%
Supply ChainCode ExecutionInferenceModelFramework
lmdeployPatch: 0.13.0CWE-949.8K5 ATLAS
MEDIUMEXPLOIT AVAIL

MLflow: missing authz exposes all model versions

CVE-2026-2734
6.5
EPSS 0.4%
Auth BypassData ExtractionPrivacy ViolationFrameworkModel
mlflowPatch: 3.10.0CWE-2846954 ATLAS
MEDIUM

Flowise: cross-workspace chatflow config disclosure

GHSA-c2c9-mfw7-p8hw
--
Auth BypassData ExtractionAgentFramework
flowisePatch: 3.1.2CWE-8635 ATLAS
MEDIUM

Flowise: mass assignment bypasses password controls

GHSA-59fh-9f3p-7m39
--
Auth BypassAgent
flowisePatch: 3.1.2CWE-9154 ATLAS
MEDIUM

Flowise: hardcoded CORS wildcard enables drive-by credential abuse

GHSA-m837-xvxr-vqwg
--
Auth BypassData ExtractionAgentAPI
flowisePatch: 3.1.2CWE-9424 ATLAS
HIGHEXPLOIT AVAIL

diffusers: TOCTOU race bypasses trust_remote_code, RCE

CVE-2026-45804
7.5
EPSS 0.4%
Supply ChainCode ExecutionFrameworkModel
diffusersPatch: 0.38.0CWE-3674045 ATLAS
CRITICALEXPLOIT AVAILSCANNER

9router: unauthenticated RCE exposes LLM API keys

CVE-2026-46339
10.0
EPSS 2.8%
Auth BypassCode ExecutionData ExtractionPluginAPIAgent
9routerPatch: 0.4.37CWE-781.9K8 ATLAS
CRITICAL

n8n: SSRF bypasses credential domain restrictions

GHSA-3875-8gcx-7v46
9.1
Auth BypassData ExtractionPrivacy ViolationAgentAPIFramework
n8nPatch: 2.20.0CWE-918165 ATLAS
MEDIUM

n8n: path traversal bypasses file access restriction

GHSA-2vx9-7wpg-88jq
6.4
Data ExtractionAuth BypassCode ExecutionAgentFrameworkPlugin
n8nPatch: 2.19.3CWE-22165 ATLAS
HIGH

auth-fetch-mcp: SSRF + disk-exfil via unvalidated tool URLs

GHSA-hv85-774v-26fg
8.2
Data ExtractionPrompt InjectionPrivacy ViolationAgentPlugin
auth-fetch-mcpPatch: 3.0.1CWE-9185 ATLAS
CRITICAL

GlassFish: authenticated RCE via admin console

CVE-2026-2586
9.1
EPSS 0.8%
Code ExecutionAuth BypassSupply ChainFrameworkInferenceAPI
org.glassfish.jsftemplating:jsftemplatingPatch: 4.2.0CWE-945145 ATLAS
CRITICALEXPLOIT AVAIL

MLflow: cross-origin bypass enables RCE via AI agent

CVE-2026-2611
9.6
EPSS 0.4%
Auth BypassCode ExecutionAgentFramework
mlflowPatch: 3.10.0CWE-3466955 ATLAS
HIGHEXPLOIT AVAIL

MLflow: insecure tmp dir perms enable model artifact RCE

CVE-2026-4137
7.0
EPSS 0.2%
Code ExecutionSupply ChainFrameworkModel
mlflowPatch: 3.11.0CWE-3786954 ATLAS
HIGH

n8n-mcp: tenant isolation bypass, operator RCE risk

CVE-2026-45707
8.1
EPSS 0.2%
Auth BypassData ExtractionCode ExecutionAgentPlugin
n8n-mcpPatch: 2.51.2CWE-284165 ATLAS
MEDIUM

n8n-mcp: telemetry leak exposes workflow URL secrets

CVE-2026-45582
6.5
EPSS 0.3%
Data LeakagePrivacy ViolationAgentPlugin
n8n-mcpPatch: 2.51.3CWE-201163 ATLAS
HIGHEXPLOIT AVAIL

@budibase/server: SSRF in AI Extract bypasses IP blacklist

CVE-2026-45548
7.7
EPSS 0.3%
Data ExtractionAuth BypassAgentFramework
@budibase/serverPatch: 3.34.8CWE-918165 ATLAS
HIGHEXPLOIT AVAIL

Microsoft APM: symlink attack leaks host files in agent deps

CVE-2026-45539
7.4
EPSS 0.7%
Supply ChainData ExtractionAgentFramework
apmPatch: 0.13.0CWE-595 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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