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 616 results — High severity, has patch
HIGHEXPLOIT AVAIL

PraisonAI: OS command injection via run_python() shell escape

CVE-2026-34937
7.8
EPSS 0.6%
Code ExecutionPrompt InjectionAuth BypassAgentFrameworkPlugin
praisonaiagentsPatch: 1.5.90CWE-78206 ATLAS1 incident
HIGHEXPLOIT AVAIL

Open WebUI: access control bypass leaks Tool Valve API keys

CVE-2026-34222
7.7
EPSS 5.1%
Auth BypassData ExtractionAgentPluginFramework
open-webuiPatch: 0.8.11CWE-28525 ATLAS
HIGH

ONNX: property overwrite via crafted model file

CVE-2026-34445
8.6
EPSS 0.3%
Supply ChainDoSCode ExecutionFrameworkModelInference
onnxPatch: 1.21.0CWE-201.1K5 ATLAS
HIGHEXPLOIT AVAIL

ONNX: symlink path traversal allows arbitrary file read

CVE-2026-27489
8.6
EPSS 0.6%
Supply ChainData ExtractionFrameworkModel
onnxPatch: 1.21.0CWE-231.1K5 ATLAS
HIGH

OpenClaw: .npmrc hijack enables RCE on plugin install

GHSA-m3mh-3mpg-37hw
8.6
Code ExecutionSupply ChainFrameworkPluginAgent
openclawPatch: 2026.3.24CWE-42634 ATLAS3 incidents
HIGH

OpenClaw: sandbox escape via mediaUrl path traversal

GHSA-hr5v-j9h9-xjhg
7.7
Data ExtractionAuth BypassAgentPluginFramework
openclawPatch: 2026.3.24CWE-2235 ATLAS2 incidents
HIGH

openclaw: SSRF in channel extensions hits internal network

CVE-2026-35629
7.4
EPSS 0.2%
Data ExtractionAuth BypassSupply ChainAgentPlugin
openclawPatch: 2026.3.28CWE-91834 ATLAS1 incident
HIGH

Langflow: IDOR exposes flows and plaintext API keys

CVE-2026-34046
--
EPSS 0.5%
Auth BypassData ExtractionData LeakageFrameworkAgentAPI
langflowPatch: 1.5.1CWE-6396 ATLAS
HIGHEXPLOIT AVAIL

langchain-core: path traversal exposes host secrets via prompt config

CVE-2026-34070
7.5
EPSS 1.4%
Data ExtractionData LeakageFramework
langchain-corePatch: 1.2.22CWE-226.3K5 ATLAS
HIGHEXPLOIT AVAIL

@mobilenext/mobile-mcp: path traversal via AI agent tool

CVE-2026-33989
8.1
EPSS 0.5%
Prompt InjectionCode ExecutionSupply ChainAgentPlugin
@mobilenext/mobile-mcpPatch: 0.0.49CWE-2216 ATLAS
HIGHEXPLOIT AVAIL

Open WebUI: BOLA enables RAG poisoning via file overwrite

CVE-2026-28788
7.1
EPSS 3.0%
Auth BypassModel PoisoningPrompt InjectionRAGAPIFramework
open-webuiPatch: 0.8.6CWE-63927 ATLAS
HIGHEXPLOIT AVAIL

BentoML: command injection in bentofile.yaml containerize

CVE-2026-33744
7.8
EPSS 0.3%
Code ExecutionSupply ChainFramework
bentomlPatch: 1.4.37CWE-94235 ATLAS
HIGH

vLLM: trust_remote_code bypass enables RCE

CVE-2026-27893
8.8
EPSS 1.4%
Code ExecutionSupply ChainInferenceFrameworkModel
vllmPatch: 0.18.0CWE-693945 ATLAS
HIGH

n8n: SSH MitM enables malicious workflow injection

CVE-2026-33724
7.4
EPSS 0.3%
Supply ChainAuth BypassAgentFramework
n8nPatch: 2.5.0CWE-639164 ATLAS
HIGH

n8n: SQLi in Data Table node, full DB compromise

CVE-2026-33713
8.8
EPSS 0.4%
Code ExecutionData ExtractionData LeakageAgentFrameworkPlugin
n8nPatch: 1.123.26CWE-89166 ATLAS
HIGH

n8n: Prototype pollution enables RCE via workflow nodes

CVE-2026-33696
8.8
EPSS 0.8%
Code ExecutionSupply ChainAgentFrameworkPlugin
n8nPatch: 2.14.1CWE-1321167 ATLAS
HIGH

n8n: LDAP email match enables permanent account takeover

CVE-2026-33665
8.2
EPSS 0.3%
Auth BypassCode ExecutionData ExtractionAgentFramework
n8nPatch: 2.4.0CWE-287165 ATLAS
HIGHEXPLOIT AVAILSCANNER

langflow: Path Traversal enables file access

CVE-2026-33497
7.5
EPSS 19.6%
Data ExtractionAuth BypassFrameworkAgent
langflowPatch: 1.7.1CWE-225 ATLAS
HIGHEXPLOIT AVAIL

langflow: Access Control bypass enables privilege escalation

CVE-2026-33484
7.5
EPSS 5.9%
Auth BypassData ExtractionPrivacy ViolationFrameworkAPI
langflowPatch: 1.9.0CWE-2845 ATLAS
HIGHEXPLOIT AVAIL

Ray Dashboard: unauthenticated path traversal file read

CVE-2026-32981
7.5
EPSS 1.0%
Data ExtractionAuth BypassFrameworkInference
rayPatch: 2.8.1CWE-226424 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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