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 1527 results — Medium severity
MEDIUM

Auth0 AD/LDAP Connector: unauth local panel leaks AD creds

CVE-2026-85981
6.7
EPSS 0.2%
Auth BypassData LeakagePlugin
2 ATLAS
MEDIUM

SiYuan: missing authz leaks database view structure

GHSA-57v5-wqx3-cgj4
5.8
Auth BypassData LeakagePlugin
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260726004013-64c26e74bb82CWE-8623.0K1 ATLAS
MEDIUM

n8n: SSRF in AI credential setup leaks tokens

CVE-2026-86074
--
EPSS 0.4%
Auth BypassData LeakageAgentFramework
n8nPatch: 2.38.2CWE-918163 ATLAS
MEDIUM

n8n: OAuth refresh token skips workflow-resource binding

CVE-2026-86073
--
EPSS 0.4%
Auth BypassData LeakageAgentAPIPlugin
n8nPatch: 2.38.1CWE-863163 ATLAS
MEDIUM

NLTK: unverified downloads allow malicious data swap

CVE-2026-12259
5.3
EPSS 0.1%
Supply ChainCode ExecutionModelFramework
nltkPatch: 3.9.3CWE-49416.9K4 ATLAS
MEDIUMEXPLOIT AVAIL

NLTK: dead sandbox check enables arbitrary file read

CVE-2026-65915
6.5
EPSS 0.4%
Data LeakageAuth BypassFramework
nltkPatch: 3.10.0CWE-2843.0K2 ATLAS
MEDIUMEXPLOIT AVAIL

NLTK: symlink escape allows arbitrary file read

CVE-2026-70626
6.2
EPSS 0.2%
Data LeakagePrivacy ViolationTraining DataFramework
nltkPatch: 3.9.4CWE-592.8K3 ATLAS
MEDIUM

GLib2: symlink race in g_file_replace allows file overwrite

CVE-2026-86469
5.3
Supply ChainFrameworkInference
rhoai/odh-mlflow-operator-rhel96952 ATLAS
MEDIUMEXPLOIT AVAIL

Ollama: integer overflow in GGUF decoder causes DoS

CVE-2026-86289
4.3
EPSS 0.7%
DoSSupply ChainInferenceModel
ollamaCWE-1891.9K3 ATLAS
MEDIUM

RHOAI dashboard: broken authz leaks NIM/NGC secrets

CVE-2026-86332
6.5
EPSS 0.4%
Auth BypassData LeakageInferenceAPI
rhoai/odh-mod-arch-mlflow-rhel96952 ATLAS
MEDIUM

nbviewer: path traversal leaks notebooks/credentials

CVE-2026-86258
5.9
EPSS 0.5%
Data LeakageAuth BypassFramework
CWE-222 ATLAS
MEDIUM

Langflow: authenticated SSRF exposes internal hosts

CVE-2026-17631
6.5
EPSS 0.4%
Data LeakagePrivacy ViolationFrameworkAgent
langflowCWE-9182 ATLAS
MEDIUM

Langflow: path traversal exposes sensitive files

CVE-2026-17622
6.5
EPSS 0.7%
Data LeakageAuth BypassFrameworkAgent
langflowCWE-222 ATLAS
MEDIUM

Langflow: path traversal allows arbitrary file read

CVE-2026-17621
5.4
EPSS 0.4%
Data LeakageFrameworkAgent
langflowCWE-223 ATLAS
MEDIUM

Langflow: auth'd path traversal reads arbitrary files

CVE-2026-14470
6.5
EPSS 0.5%
Data LeakagePrivacy ViolationFramework
langflowCWE-223 ATLAS
MEDIUM

Langflow: symlink flaw leaks sensitive files

CVE-2026-19302
6.5
EPSS 0.7%
Data LeakagePrivacy ViolationFrameworkAgent
langflowCWE-221 ATLAS
MEDIUM

Langflow: SSRF allows internal network reconnaissance

CVE-2026-19301
6.5
EPSS 0.4%
Data LeakageFrameworkAgent
langflowCWE-9182 ATLAS
MEDIUM

Langflow: authenticated path traversal leaks files

CVE-2026-19299
6.5
EPSS 0.7%
Data LeakageData ExtractionFrameworkAgent
langflowCWE-223 ATLAS
MEDIUM

Langflow: header spoof bypasses MCP config write guard

CVE-2026-9186
6.5
EPSS 0.4%
Auth BypassCode ExecutionSupply ChainAgentFramework
langflowCWE-2844 ATLAS
MEDIUM

Langflow: path traversal enables arbitrary file write

CVE-2026-9138
6.5
EPSS 0.5%
Code ExecutionFrameworkAgent
langflowCWE-222 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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