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
3,021

AI/ML CVEs Tracked

424

Critical

113

New This Week

19

In CISA KEV

Sort: Date CVSS EPSS KEV first Most exploited
Filter: All Critical High Medium KEV only Active exploitation Has patch No patch

Latest AI Security Threats

Showing 20 of 3021 results
HIGH EXPLOIT AVAIL

lmdeploy: hardcoded trust_remote_code enables RCE

CVE-2026-46432
7.8
EPSS 0.1%
Supply Chain Code Execution Inference Model Framework
lmdeploy Patch: 0.13.0 CWE-94 9.2K 5 ATLAS
MEDIUM EXPLOIT AVAIL

MLflow: missing authz exposes all model versions

CVE-2026-2734
6.5
EPSS 0.4%
Auth Bypass Data Extraction Privacy Violation Framework Model
mlflow Patch: 3.10.0 CWE-284 680 4 ATLAS
MEDIUM

Flowise: cross-workspace chatflow config disclosure

GHSA-c2c9-mfw7-p8hw
--
Auth Bypass Data Extraction Agent Framework
flowise Patch: 3.1.2 CWE-863 5 ATLAS
MEDIUM

Flowise: mass assignment bypasses password controls

GHSA-59fh-9f3p-7m39
--
Auth Bypass Agent
flowise Patch: 3.1.2 CWE-915 4 ATLAS
MEDIUM

Flowise: hardcoded CORS wildcard enables drive-by credential abuse

GHSA-m837-xvxr-vqwg
--
Auth Bypass Data Extraction Agent API
flowise Patch: 3.1.2 CWE-942 4 ATLAS
HIGH EXPLOIT AVAIL

diffusers: TOCTOU race bypasses trust_remote_code, RCE

CVE-2026-45804
7.5
EPSS 0.3%
Supply Chain Code Execution Framework Model
diffusers Patch: 0.38.0 CWE-367 425 5 ATLAS
HIGH

389-ds-base: LDAP DoS via unbounded control count

CVE-2026-9064
7.5
EPSS 0.8%
DoS Framework
3 ATLAS
CRITICAL EXPLOIT AVAIL SCANNER

9router: unauthenticated RCE exposes LLM API keys

CVE-2026-46339
10.0
EPSS 2.4%
Auth Bypass Code Execution Data Extraction Plugin API Agent
9router Patch: 0.4.37 CWE-78 1.7K 8 ATLAS
CRITICAL

n8n: SSRF bypasses credential domain restrictions

GHSA-3875-8gcx-7v46
9.1
Auth Bypass Data Extraction Privacy Violation Agent API Framework
n8n Patch: 2.20.0 CWE-918 16 5 ATLAS
MEDIUM

n8n: path traversal bypasses file access restriction

GHSA-2vx9-7wpg-88jq
6.4
Data Extraction Auth Bypass Code Execution Agent Framework Plugin
n8n Patch: 2.19.3 CWE-22 16 5 ATLAS
HIGH

auth-fetch-mcp: SSRF + disk-exfil via unvalidated tool URLs

GHSA-hv85-774v-26fg
8.2
Data Extraction Prompt Injection Privacy Violation Agent Plugin
auth-fetch-mcp Patch: 3.0.1 CWE-918 5 ATLAS
CRITICAL

guardrails-ai: malicious 0.10.1 enables host compromise

CVE-2026-45758
9.6
EPSS 0.3%
Supply Chain Code Execution Framework Agent
guardrails-ai CWE-506 76 5 ATLAS
CRITICAL

GlassFish: authenticated RCE via admin console

CVE-2026-2586
9.1
EPSS 0.8%
Code Execution Auth Bypass Supply Chain Framework Inference API
org.glassfish.jsftemplating:jsftemplating Patch: 4.2.0 CWE-94 499 5 ATLAS
CRITICAL EXPLOIT AVAIL

MLflow: cross-origin bypass enables RCE via AI agent

CVE-2026-2611
9.6
EPSS 0.4%
Auth Bypass Code Execution Agent Framework
mlflow Patch: 3.10.0 CWE-346 680 5 ATLAS
HIGH EXPLOIT AVAIL

MLflow: insecure tmp dir perms enable model artifact RCE

CVE-2026-4137
7.0
EPSS 0.2%
Code Execution Supply Chain Framework Model
mlflow Patch: 3.11.0 CWE-378 680 4 ATLAS
LOW

Mistral npm SDK: supply chain attack, no impact

GHSA-jgg6-4rpr-wfh7
--
Supply Chain Code Execution API
@mistralai/mistralai-azure CWE-506 387 5 ATLAS
CRITICAL

mistralai 2.4.6: supply chain dropper executes on import

GHSA-wx9m-wx4f-4cmg
9.6
Supply Chain Code Execution API Framework
mistralai CWE-506 387 6 ATLAS
HIGH

n8n-mcp: tenant isolation bypass, operator RCE risk

CVE-2026-45707
8.1
EPSS 0.2%
Auth Bypass Data Extraction Code Execution Agent Plugin
n8n-mcp Patch: 2.51.2 CWE-284 16 5 ATLAS
CRITICAL EXPLOIT AVAIL

ChromaDB: pre-auth RCE via trust_remote_code injection

CVE-2026-45829
10.0
EPSS 12.4%
Code Execution Auth Bypass Supply Chain RAG Framework Agent
chromadb CWE-94 1.4K 6 ATLAS
MEDIUM

n8n-mcp: telemetry leak exposes workflow URL secrets

CVE-2026-45582
6.5
EPSS 0.3%
Data Leakage Privacy Violation Agent Plugin
n8n-mcp Patch: 2.51.3 CWE-201 16 3 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