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
HIGH

SiYuan: missing authorization in 17 block API endpoints

CVE-2026-74904
7.5
EPSS 0.4%
Data LeakageAuth BypassData ExtractionFrameworkAPI
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260804015139-bd067a4fe9b2CWE-2043.0K3 ATLAS
HIGH

LangGraph SDK: auth decorator flaw enables cross-user access

CVE-2026-104873
--
EPSS 0.3%
Auth BypassData LeakageFrameworkAgentAPI
langgraphCWE-8634.1K2 ATLAS
HIGHEXPLOIT AVAIL

Langflow: absolute path traversal allows arbitrary file write

CVE-2026-51888
7.5
EPSS 0.6%
Code ExecutionSupply ChainFrameworkRAGAPI
langflow3 ATLAS
HIGHEXPLOIT AVAIL

Langflow: code injection in validate/code enables RCE

CVE-2026-51886
8.8
EPSS 0.6%
Code ExecutionFrameworkAgent
langflowPatch: 1.10.1CWE-944 ATLAS1 incident
HIGH

389-ds-base: LDAP worker pool exhaustion DoS

CVE-2026-86344
7.5
EPSS 0.3%
DoSFramework
1 ATLAS
HIGH

pgvector: IVFFlat build OOB write enables code execution

CVE-2026-103484
8.8
EPSS 0.4%
Code ExecutionRAGFramework
pgvector4292 ATLAS
HIGHEXPLOIT AVAIL

Vvveb CMS: IPv6 SSRF guard bypass leaks cloud credentials

CVE-2026-55232
7.6
EPSS 0.4%
Data LeakageAuth BypassFramework
2 ATLAS
HIGHEXPLOIT AVAIL

Vvveb CMS: path traversal enables file read/delete

CVE-2026-55231
7.2
EPSS 0.5%
Data LeakageAuth BypassFramework
4 ATLAS
HIGHEXPLOIT AVAIL

djehuty: SPARQL injection allows RDF store tampering

CVE-2026-73975
--
EPSS 0.4%
Data LeakageAuth BypassFrameworkTraining Data
CWE-9434 ATLAS
HIGH

SiYuan: missing authz in AV search leaks DB rows

GHSA-9cqf-hhrq-7v45
8.6
Auth BypassData LeakageData ExtractionFrameworkAPI
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260812083335-251596fc0de2CWE-8623.0K2 ATLAS
HIGH

n8n: session token leak via Dynamic Credentials

CVE-2026-103259
7.6
EPSS 0.2%
Auth BypassData LeakageAgentFrameworkPlugin
n8nCWE-863163 ATLAS
HIGH

n8n: path traversal in n8n node exposes credentials

CVE-2026-103257
7.7
EPSS 0.4%
Data LeakageAuth BypassAgentFrameworkAPI
n8nCWE-22163 ATLAS
HIGH

n8n: Wekan/Baserow credential leak to arbitrary hosts

CVE-2026-103256
7.1
EPSS 0.2%
Data LeakageAuth BypassAgentPluginFramework
n8nCWE-522163 ATLAS
HIGH

n8n: SQL injection in Oracle node Drop Table operation

CVE-2026-103253
8.7
EPSS 0.2%
Code ExecutionData LeakageAgentFrameworkPlugin
n8nCWE-89163 ATLAS
HIGH

n8n: authz bypass in credential test leaks variables

CVE-2026-103252
7.7
EPSS 0.3%
Auth BypassData LeakageData ExtractionAgentFrameworkPlugin
n8nCWE-639164 ATLAS
HIGH

n8n: queue-mode package install bypass via Redis

CVE-2026-103251
7.1
EPSS 0.2%
Supply ChainCode ExecutionAuth BypassAgentFrameworkPlugin
n8nCWE-862165 ATLAS1 incident
HIGH

n8n: NoSQL injection in MongoDB Chat Memory node

CVE-2026-103250
8.1
EPSS 0.2%
Data LeakageData ExtractionAuth BypassAgentFrameworkPlugin
n8nCWE-943165 ATLAS
HIGH

n8n: stored DOM XSS in Resource Locator dropdown

CVE-2026-103249
7.6
EPSS 0.2%
Code ExecutionData LeakageAgentFrameworkPlugin
n8nCWE-79163 ATLAS
HIGH

n8n: duplicate node IDs bypass credential tamper guard

CVE-2026-103247
8.5
EPSS 0.2%
Auth BypassData LeakageAgentFrameworkPlugin
n8nCWE-639164 ATLAS
HIGH

n8n: missing credential ownership check leaks secrets

CVE-2026-103246
7.7
EPSS 0.3%
Data ExtractionAuth BypassAgentFrameworkPlugin
n8nCWE-639164 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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