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
4,331

AI/ML CVEs Tracked

535

Critical

108

New This Week

25

In CISA KEV

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

Latest AI Security Threats

Showing 20 of 366 results — Critical severity, no patch
CRITICALEXPLOIT AVAIL

Langflow: auth'd RCE bypasses custom-component block

CVE-2026-19295
9.9
EPSS 1.6%
Code ExecutionAuth BypassFrameworkAgent
langflowCWE-953 ATLAS
CRITICAL

Langflow: unauthenticated RCE via A2A endpoint

CVE-2026-19286
9.8
EPSS 0.9%
Auth BypassCode ExecutionFrameworkAgent
langflowCWE-943 ATLAS
CRITICALEXPLOIT AVAIL

crewai-tools: Path traversal in FileWriterTool enables RCE

CVE-2026-37007
9.8
EPSS 1.0%
Code ExecutionSupply ChainAgentPluginFramework
4 ATLAS
CRITICALEXPLOIT AVAIL

Cohere North AI: file upload flaw enables RCE

CVE-2025-61165
9.8
EPSS 0.4%
Code ExecutionAgentRAG
3 ATLAS
CRITICALEXPLOIT AVAIL

Cohere North AI: missing Origin check enables CSWSH

CVE-2025-61163
9.8
EPSS 0.4%
Auth BypassData LeakageAgentAPI
3 ATLAS
CRITICAL

DrayTek VigorAP: pre-auth UDP command injection to root

CVE-2026-71914
9.8
EPSS 2.6%
Code ExecutionPlugin
CRITICAL

Headroom LLM proxy: IDOR exposes cross-user memory

CVE-2026-77776
9.1
EPSS 0.6%
Auth BypassData LeakagePrivacy ViolationAPIAgent
3 ATLAS
CRITICALEXPLOIT AVAIL

LMDeploy: RCE via unauth pickle deserialization

CVE-2026-76850
9.8
EPSS 1.3%
Code ExecutionAuth BypassInferenceAPI
lmdeployCWE-50213 ATLAS
CRITICAL

Langflow: missing login rate limiting enables account takeover

CVE-2026-19297
9.1
EPSS 0.6%
Auth BypassData ExtractionFrameworkAgent
langflowCWE-3073 ATLAS
CRITICALEXPLOIT AVAIL

Flowise: RCE via Custom MCP node env var injection

CVE-2026-73601
--
EPSS 1.1%
Code ExecutionAgentPluginFramework
FlowiseCWE-953 ATLAS
CRITICALEXPLOIT AVAIL

Flowise: Python sandbox bypass enables unauth RCE

CVE-2026-73487
--
EPSS 1.0%
Prompt InjectionCode ExecutionData ExtractionAgentFramework
FlowiseCWE-944 ATLAS
CRITICAL

Flowise: RCE via Airtable Agent pyodide sandbox bypass

CVE-2026-73485
--
EPSS 0.6%
Code ExecutionAuth BypassPrompt InjectionAgentPluginFramework
FlowiseCWE-945 ATLAS
CRITICALEXPLOIT AVAIL

Flowise: sandbox escape via puppeteer.launch() to RCE

CVE-2026-73483
--
EPSS 0.6%
Code ExecutionData LeakageAgentPlugin
FlowiseCWE-784 ATLAS
CRITICAL

n8n: expression sandbox escape leads to RCE

CVE-2026-72765
9.9
EPSS 0.9%
Code ExecutionAgentFramework
n8nCWE-94163 ATLAS
CRITICAL

Feast: insecure UDF deserialization enables RCE

CVE-2026-18948
9.9
EPSS 1.1%
Code ExecutionAuth BypassData LeakageFrameworkInferenceTraining Data
rhoai/odh-pipeline-runtime-tensorflow-cuda-py312-rhel93.4K4 ATLAS
CRITICALEXPLOIT AVAIL

Flowise: IDOR in Assistants API leaks OpenAI credentials

CVE-2026-67622
9.9
EPSS 0.5%
Auth BypassData LeakagePrivacy ViolationAgentAPIRAG
FlowiseCWE-6394 ATLAS
CRITICAL

Langflow: weak PRNG lets attackers decrypt stored secrets

CVE-2026-8470
9.1
EPSS 0.1%
Data LeakagePrivacy ViolationFramework
langflowCWE-3273 ATLAS
CRITICALEXPLOIT AVAIL

PraisonAI: shell injection in Claude Action enables RCE

CVE-2026-48168
10.0
EPSS 1.5%
Code ExecutionSupply ChainAuth BypassAgentFramework
praisonaiCWE-86214 ATLAS
CRITICAL

ComfyUI: unauthenticated RCE via pickle upload

CVE-2026-68771
9.8
EPSS 1.1%
Code ExecutionSupply ChainTraining DataFramework
CWE-5024 ATLAS
CRITICALEXPLOIT AVAIL

OpenClaw Dashboard: stored XSS enables admin takeover

CVE-2026-66421
9.3
EPSS 0.6%
Code ExecutionAuth BypassData LeakageAgentFramework
openclaw-dashboardCWE-7933 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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