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 1908 results — High severity
HIGHEXPLOIT AVAIL

SiYuan: stored XSS in backlink titles enables RCE

CVE-2026-92986
8.8
EPSS 0.8%
Code ExecutionSocial EngineeringFrameworkPlugin
CWE-793 ATLAS
HIGHEXPLOIT AVAIL

SiYuan: stored XSS via bookmark labels enables RCE

CVE-2026-92985
8.8
EPSS 0.8%
Code ExecutionSocial EngineeringFramework
CWE-793 ATLAS
HIGHEXPLOIT AVAIL

LMDeploy: session leak in DistServe enables DoS via OOM

CVE-2026-92983
7.5
EPSS 0.7%
DoSInferenceFramework
lmdeployCWE-77213 ATLAS
HIGHEXPLOIT AVAIL

LMDeploy: unauthenticated assertion crash halts inference

CVE-2026-92971
7.5
EPSS 0.7%
DoSInferenceAPI
lmdeploy13 ATLAS
HIGH

Redis: cluster bus OOB read enables DoS and info leak

CVE-2026-92925
7.1
EPSS 0.7%
DoSData LeakageInferenceFramework
rhaii/vllm-rocm-rhel9942 ATLAS
HIGHEXPLOIT AVAIL

LightGBM: OOB write via crafted model file in SHAP

CVE-2026-92786
7.8
EPSS 0.2%
Code ExecutionSupply ChainDoSFrameworkModel
lightgbmCWE-7871.1K4 ATLAS
HIGHEXPLOIT AVAIL

Pelican Panel: missing authz lets low-priv users run commands

CVE-2026-92762
8.8
EPSS 0.7%
Auth BypassCode ExecutionFrameworkInference
CWE-8623 ATLAS
HIGH

mcp-gitlab: GraphQL read-only bypass, auth gaps, DoS

GHSA-5648-rgj9-v224
8.1
Auth BypassPrompt InjectionDoSPluginAgentAPI
CWE-8636 ATLAS
HIGHSCANNER

Concrete CMS: missing authz leaks all admin accounts

CVE-2026-18110
7.5
EPSS 1.6%
Data LeakageAuth BypassAPI
2 ATLAS
HIGHEXPLOIT AVAIL

Flowise: SSRF in web loaders exposes cloud metadata

CVE-2026-91938
7.1
EPSS 0.4%
Data ExtractionData LeakageFrameworkAgentRAG
flowiseCWE-9184 ATLAS
HIGHEXPLOIT AVAIL

Flowise: NoSQL injection exposes other users' chat history

CVE-2026-91937
7.5
EPSS 0.5%
Data LeakageData ExtractionAuth BypassAgentAPIFramework
flowiseCWE-9434 ATLAS
HIGHEXPLOIT AVAIL

Flowise: SSRF in chat-model baseURL leaks API keys

CVE-2026-91935
8.3
EPSS 0.4%
Data ExtractionData LeakageAuth BypassFrameworkAgentAPI
flowiseCWE-9185 ATLAS
HIGH

Flowise: path traversal in SQL chain enables RCE

CVE-2026-91934
8.8
EPSS 0.7%
Code ExecutionData LeakageFrameworkAgentPlugin
flowiseCWE-224 ATLAS
HIGHEXPLOIT AVAIL

Flowise: cross-workspace tool access via realtime auth gap

CVE-2026-91933
7.1
EPSS 0.4%
Auth BypassData LeakageAgentAPIPlugin
flowiseCWE-6394 ATLAS
HIGHEXPLOIT AVAIL

Flowise: MCP cwd validation bypass enables RCE

CVE-2026-91932
8.5
EPSS 0.7%
Code ExecutionSupply ChainAgentFrameworkPlugin
flowise4 ATLAS
HIGHEXPLOIT AVAIL

Flowise: RCE via npx in Custom MCP node

CVE-2026-91931
8.5
EPSS 0.7%
Code ExecutionSupply ChainAgentFrameworkPlugin
flowiseCWE-784 ATLAS
HIGHEXPLOIT AVAIL

Flowise: cross-tenant org admin takeover via IDOR

CVE-2026-91930
7.5
EPSS 0.4%
Auth BypassData LeakageFrameworkAgentAPI
flowiseCWE-2663 ATLAS
HIGH

Flowise: cross-tenant authorization gaps in Enterprise APIs

CVE-2026-91929
7.1
EPSS 0.4%
Auth BypassData LeakageFrameworkAgentAPI
flowiseCWE-8623 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: approval bypass runs rejected agent tools

CVE-2026-57137
8.8
EPSS 0.5%
Auth BypassCode ExecutionAgentFramework
praisonaiCWE-69313 ATLAS
HIGHEXPLOIT AVAIL

PraisonAI: command injection bypasses sandbox allowlist

CVE-2026-57136
8.8
EPSS 0.5%
Code ExecutionAuth BypassAgentFrameworkPlugin
praisonaiCWE-7813 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.

Start 14-Day Free Trial