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

96

New This Week

25

In CISA KEV

Sort:DateCVSSEPSSKEV firstMost exploited
Filter:AllCriticalHighMediumKEV onlyActive exploitationHas patchNo patch

Latest AI Security Threats

Showing 20 of 533 results — Critical severity
CRITICAL

Langflow: unauth RCE via MCP env var injection

CVE-2026-12940
9.8
EPSS 0.9%
Code ExecutionFrameworkAgentPlugin
langflowCWE-784 ATLAS
CRITICAL

Langflow: PythonREPL sandbox escape enables RCE

CVE-2026-13435
9.9
EPSS 0.5%
Code ExecutionFrameworkAgentPlugin
Langflow OSSCWE-944 ATLAS
CRITICALEXPLOIT AVAIL

flyto-core: arbitrary file write via bypassed path guard

CVE-2026-67429
10.0
EPSS 0.6%
Code ExecutionAuth BypassAgentPlugin
CWE-224 ATLAS
CRITICAL

Plesk XML-RPC: blind SQLi exposes full panel DB

CVE-2026-58046
9.9
EPSS 0.6%
Data ExtractionPrivacy ViolationAPI
CRITICAL

Budibase: unauth SSRF leaks stored REST API credentials

GHSA-mqhr-6j6h-74p5
--
Auth BypassData LeakageAPIFramework
@budibase/serverCWE-2006423 ATLAS
CRITICALEXPLOIT AVAIL

h2oGPT: unauth path traversal in files API leads to RCE

CVE-2026-65700
9.8
EPSS 1.5%
Auth BypassCode ExecutionAPIInference
h2ogptCWE-22272 ATLAS
CRITICALEXPLOIT AVAIL

Grav CMS API plugin: forged keys enable account takeover

CVE-2026-65007
9.6
EPSS 0.3%
Auth BypassPluginAPI
CWE-862
CRITICALEXPLOIT AVAIL

GPT-SoVITS: unauthenticated RCE via webui.py

CVE-2026-63766
9.8
EPSS 2.1%
Code ExecutionInferenceFramework
CWE-782 ATLAS
CRITICALEXPLOIT AVAIL

ktransformers: unauth pickle RCE via ZMQ socket

CVE-2026-63767
9.8
EPSS 1.1%
Code ExecutionAuth BypassInferenceFramework
ktransformers9.8K3 ATLAS
CRITICAL

Langflow: hard-coded credentials enable takeover

CVE-2026-13446
9.8
EPSS 0.4%
Auth BypassCode ExecutionFrameworkAgent
langflowCWE-7983 ATLAS
CRITICAL

Langflow: path traversal writes arbitrary files

CVE-2026-8859
9.9
EPSS 0.6%
Code ExecutionFrameworkAgentPlugin
langflowCWE-222 ATLAS
CRITICAL

Langflow: DB manipulation escalates to superuser RCE

CVE-2026-8635
9.9
EPSS 0.6%
Auth BypassCode ExecutionFrameworkAgent
langflowCWE-944 ATLAS
CRITICAL

Langflow: webhook auth bypass enables unauth RCE

CVE-2026-8505
9.8
EPSS 0.9%
Auth BypassCode ExecutionFrameworkAgent
langflowPatch: 1.9.1CWE-3063 ATLAS
CRITICAL

Langflow: unsandboxed exec() enables full RCE

CVE-2026-8481
9.9
EPSS 0.9%
Code ExecutionFrameworkAgent
langflowCWE-943 ATLAS
CRITICAL

Langflow: pickle deserialization RCE via disk cache (CVSS 9.9)

CVE-2026-8476
9.9
EPSS 1.0%
Code ExecutionSupply ChainFrameworkAgentPlugin
langflowCWE-5024 ATLAS
CRITICAL

Langflow: unauthenticated RCE via public flow endpoint

CVE-2026-13448
9.8
EPSS 0.7%
Code ExecutionAuth BypassAgentFrameworkPlugin
langflow3 ATLAS
CRITICAL

Langflow: code injection bypasses ToolGuard, enables RCE

CVE-2026-9135
9.9
EPSS 0.8%
Code ExecutionAuth BypassFrameworkAgentPlugin
langflowCWE-944 ATLAS
CRITICALSCANNER

Langflow: unauth request grants superuser token

CVE-2026-9103
9.8
EPSS 3.2%
Auth BypassCode ExecutionData LeakageFrameworkAgent
langflowCWE-3064 ATLAS
CRITICALKEVSCANNER

Langflow: token forgery + exec() chain to RCE

CVE-2026-9198
9.8
EPSS 28.7%
Auth BypassCode ExecutionFrameworkAgent
Langflow OSSCWE-944 ATLAS
CRITICAL

Langflow: unauth signup chains to RCE

CVE-2026-9202
9.8
EPSS 0.5%
Auth BypassCode ExecutionFrameworkAgent
Langflow OSSCWE-3064 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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