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

Langflow: path traversal enables auth token forgery

CVE-2026-7872
8.1
EPSS 0.6%
Auth BypassData ExtractionFrameworkAgent
langflowCWE-224 ATLAS
HIGH

Langflow: MCP config validation gap enables RCE

CVE-2026-7755
8.8
EPSS 0.7%
Code ExecutionSupply ChainFrameworkAgentPlugin
langflow4 ATLAS
HIGH

Langflow: path traversal in flow URLs enables file write

CVE-2026-7667
8.8
EPSS 0.6%
Code ExecutionFrameworkAgent
langflowCWE-223 ATLAS
HIGH

Langflow: command execution via Python Interpreter flaw

CVE-2026-14499
8.8
EPSS 0.7%
Code ExecutionFrameworkPlugin
langflowCWE-783 ATLAS
HIGHEXPLOIT AVAIL

xdgmime: heap overflow in magic file parsing

CVE-2026-16118
7.1
EPSS 0.3%
DoSCode ExecutionInferenceFramework
rhaiis/vllm-cuda-rhel9942 ATLAS
HIGH

Datadog .NET Tracer: DoS via unbounded baggage header

CVE-2026-50273
7.5
EPSS 0.8%
DoSFrameworkAPI
CWE-7703 ATLAS
HIGH

OpenClaw: glob bypass in exec allowlist enables auth bypass

CVE-2026-62229
8.8
EPSS 0.7%
Auth BypassCode ExecutionAgent
openclawCWE-2233 ATLAS
HIGH

OpenClaw: authz bypass in node exec approvals

CVE-2026-62228
8.8
EPSS 0.5%
Auth BypassCode ExecutionAgent
openclawCWE-86334 ATLAS
HIGH

OpenClaw: SSRF bypass in browser snapshot navigation

CVE-2026-62227
7.7
EPSS 0.4%
Auth BypassData LeakageAgentPlugin
openclawCWE-91833 ATLAS
HIGH

OpenClaw: auth bypass in browser act route

CVE-2026-62226
8.5
EPSS 0.3%
Auth BypassData LeakageAgent
openclawCWE-91833 ATLAS
HIGH

OpenClaw: authorization bypass in device pairing

CVE-2026-62223
8.8
EPSS 0.5%
Auth BypassCode ExecutionAgent
openclawCWE-86333 ATLAS
HIGH

OpenClaw: untrusted plugin loading in setup-mode

CVE-2026-62222
7.8
EPSS 0.2%
Supply ChainCode ExecutionAuth BypassAgentPlugin
openclawCWE-82934 ATLAS
HIGH

OpenClaw: agent hook auth bypass via blank IDs

CVE-2026-62219
7.1
EPSS 0.3%
Auth BypassPrivacy ViolationAgentFramework
openclawCWE-86332 ATLAS
HIGH

OpenClaw: authorization bypass in device pairing

CVE-2026-62218
8.8
EPSS 0.5%
Auth BypassAgent
openclawCWE-86233 ATLAS
HIGH

OpenClaw: QQBot exec approval bypass enables RCE

CVE-2026-62217
8.8
EPSS 0.4%
Auth BypassCode ExecutionAgentPlugin
openclawCWE-86333 ATLAS
HIGH

OpenClaw: auth bypass forges trusted A2UI actions

CVE-2026-62215
8.0
EPSS 0.3%
Auth BypassAgent
openclawCWE-34533 ATLAS
HIGH

OpenClaw: TOCTOU race bypasses Teams SSRF guard

CVE-2026-62212
7.1
EPSS 0.2%
Auth BypassAgentPlugin
openclawCWE-36732 ATLAS
HIGH

OpenClaw: agent dispatch bypasses toolsAllow authz

CVE-2026-62209
8.1
EPSS 0.4%
Auth BypassAgentPlugin
openclawCWE-86333 ATLAS
HIGH

OpenClaw: auth bypass exposes admin agent tools

CVE-2026-62207
8.8
EPSS 0.6%
Auth BypassCode ExecutionAgentPlugin
openclawCWE-86233 ATLAS
HIGH

OpenClaw: missing authorization in Discord moderation

CVE-2026-62206
7.1
EPSS 0.4%
Auth BypassAgentPlugin
openclawCWE-86231 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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