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 544 results — Medium severity, has patch
MEDIUMEXPLOIT AVAIL

open-webui: missing authz allows cross-KB file deletion

CVE-2026-29070
5.4
EPSS 0.3%
Auth BypassDoSRAGFramework
open-webuiPatch: 0.8.6CWE-86224 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: path traversal leaks server filesystem path

CVE-2026-28786
4.3
EPSS 0.6%
Data ExtractionData LeakageFrameworkAPI
open-webuiPatch: 0.8.6CWE-2224 ATLAS
MEDIUM

Streamlit: SSRF leaks NTLMv2 creds via UNC path

CVE-2026-33682
4.7
EPSS 0.3%
Data LeakageAuth BypassFramework
StreamlitPatch: 1.54.0CWE-9183.1K4 ATLAS
MEDIUM

n8n: LDAP injection enables auth bypass in workflows

CVE-2026-33751
4.8
EPSS 0.2%
Auth BypassData ExtractionAgentFramework
n8nPatch: 1.123.27CWE-90163 ATLAS
MEDIUM

n8n: secrets vault bypass exposes credentials to low-priv users

CVE-2026-33722
5.3
EPSS 0.3%
Auth BypassData ExtractionData LeakageAgentFrameworkAPI
n8nPatch: 1.123.23CWE-863165 ATLAS
MEDIUM

n8n: OAuth state forgery hijacks user credentials

CVE-2026-33720
4.2
EPSS 0.2%
Auth BypassSocial EngineeringData ExtractionAgentFrameworkAPI
n8nPatch: 2.8.0CWE-863166 ATLAS
MEDIUM

n8n: uninitialized buffer leaks secrets via Task Runner

CVE-2026-27496
6.5
EPSS 0.3%
Data LeakageData ExtractionAgentFramework
n8nPatch: 1.123.22CWE-908164 ATLAS
MEDIUM

fickling: Allowlist Bypass evades input filtering

GHSA-5cxw-w2xg-2m8h
--
Supply ChainData ExtractionCode ExecutionFrameworkModelTraining Data
ficklingPatch: 0.1.10CWE-184625 ATLAS
MEDIUM

fickling: Allowlist Bypass evades input filtering

GHSA-r48f-3986-4f9c
--
Data ExtractionCode ExecutionAuth BypassFramework
ficklingPatch: 0.1.10CWE-184625 ATLAS
MEDIUM

langgraph: Deserialization enables RCE

CVE-2026-28277
6.8
EPSS 5.5%
Code ExecutionData LeakageSupply ChainFrameworkAgent
langgraphPatch: 1.0.10CWE-5024.1K5 ATLAS
MEDIUM

langgraph-checkpoint: Deserialization enables RCE

CVE-2026-27794
6.6
EPSS 0.8%
Code ExecutionSupply ChainFrameworkAgent
langgraph-checkpointPatch: 4.0.0CWE-5024.1K4 ATLAS
MEDIUM

fickling: Allowlist Bypass evades input filtering

GHSA-mhc9-48gj-9gp3
--
Supply ChainCode ExecutionFrameworkModel
ficklingPatch: 0.1.8CWE-184627 ATLAS
MEDIUMEXPLOIT AVAIL

ray: Missing Auth allows unauthenticated access

CVE-2026-27482
5.9
EPSS 0.3%
Auth BypassDoSFrameworkInference
rayPatch: 2.54.0CWE-3066424 ATLAS
MEDIUM

pydantic-ai: Path Traversal enables file access

CVE-2026-25640
5.4
EPSS 0.4%
Code ExecutionData ExtractionFrameworkAgent
pydantic-ai-slimPatch: 1.51.0CWE-225125 ATLAS
MEDIUM

sagemaker: security flaw enables exploitation

CVE-2026-1778
5.9
EPSS 0.3%
Supply ChainCode ExecutionInferenceFramework
sagemakerPatch: 3.1.1CWE-295505 ATLAS
MEDIUM

picklescan: Deserialization enables RCE

GHSA-m7j5-r2p5-c39r
--
Supply ChainDoSCode ExecutionFrameworkModelTraining Data
picklescanPatch: 1.0.1CWE-50234 ATLAS
MEDIUMEXPLOIT AVAIL

llama-index-core: DoS causes service disruption

CVE-2025-6208
5.3
EPSS 0.4%
DoSFrameworkRAG
llama-index-corePatch: 0.12.41CWE-4001.3K4 ATLAS
MEDIUMEXPLOIT AVAIL

chainlit: IDOR enables unauthorized data access

CVE-2025-68492
4.2
EPSS 0.2%
Auth BypassData LeakageFrameworkAgent
chainlitPatch: 2.8.5CWE-639417 ATLAS
MEDIUMEXPLOIT AVAIL

monai: Path Traversal enables file access

CVE-2026-21851
5.3
EPSS 0.4%
Supply ChainCode ExecutionFramework
monaiPatch: 1.5.2CWE-221284 ATLAS
MEDIUM

picklescan: Code Injection enables RCE

GHSA-6556-fwc2-fg2p
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.33CWE-9436 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?

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