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 533 results — Critical severity
CRITICALEXPLOIT AVAIL

PraisonAI: fail-open auth exposes remote agent control API

CVE-2026-47396
9.8
EPSS 0.4%
Auth BypassCode ExecutionData ExtractionAgentAPIFramework
PraisonAIPatch: 4.6.40CWE-28416 ATLAS
CRITICAL

Shopper: RBAC bypass allows full admin takeover

CVE-2026-47744
9.9
EPSS 0.3%
Auth BypassCode ExecutionFramework
shopper/frameworkPatch: 2.8.0CWE-2695143 ATLAS
CRITICALEXPLOIT AVAIL

langroid: Prompt-to-SQL injection enables RCE on DB host

CVE-2026-25879
9.8
EPSS 0.6%
Prompt InjectionCode ExecutionData ExtractionAgentFramework
langroidPatch: 0.63.0CWE-8946 ATLAS
CRITICAL

Langflow: RCE via symlink traversal in archive extraction

CVE-2026-7524
9.8
EPSS 0.8%
Code ExecutionSupply ChainFrameworkAgent
langflowCWE-224 ATLAS
CRITICALEXPLOIT AVAIL

MLflow: auth bypass on artifact uploads enables RCE

CVE-2026-2651
9.0
EPSS 0.3%
Supply ChainAuth BypassCode ExecutionModelInferenceFramework
mlflow/mlflowCWE-8626954 ATLAS
CRITICALEXPLOIT AVAIL

Boxlite: read-only bypass enables host code execution

CVE-2026-46695
10.0
EPSS 0.3%
Code ExecutionSupply ChainData LeakageAgentFramework
boxlite-cliPatch: 0.9.0CWE-2844 ATLAS
CRITICAL

Twig: single-quote escape flaw in {% use %} allows RCE

CVE-2026-46633
9.8
EPSS 0.8%
Code ExecutionSupply ChainFrameworkAPI
twig/twigPatch: 3.26.0CWE-946.3K3 ATLAS
CRITICALEXPLOIT AVAILSCANNER

9router: unauthenticated RCE exposes LLM API keys

CVE-2026-46339
10.0
EPSS 2.8%
Auth BypassCode ExecutionData ExtractionPluginAPIAgent
9routerPatch: 0.4.37CWE-781.9K8 ATLAS
CRITICAL

n8n: SSRF bypasses credential domain restrictions

GHSA-3875-8gcx-7v46
9.1
Auth BypassData ExtractionPrivacy ViolationAgentAPIFramework
n8nPatch: 2.20.0CWE-918165 ATLAS
CRITICAL

guardrails-ai: malicious 0.10.1 enables host compromise

CVE-2026-45758
9.6
EPSS 0.3%
Supply ChainCode ExecutionFrameworkAgent
guardrails-aiCWE-506785 ATLAS
CRITICAL

GlassFish: authenticated RCE via admin console

CVE-2026-2586
9.1
EPSS 0.8%
Code ExecutionAuth BypassSupply ChainFrameworkInferenceAPI
org.glassfish.jsftemplating:jsftemplatingPatch: 4.2.0CWE-945145 ATLAS
CRITICALEXPLOIT AVAIL

MLflow: cross-origin bypass enables RCE via AI agent

CVE-2026-2611
9.6
EPSS 0.4%
Auth BypassCode ExecutionAgentFramework
mlflowPatch: 3.10.0CWE-3466955 ATLAS
CRITICAL

mistralai 2.4.6: supply chain dropper executes on import

GHSA-wx9m-wx4f-4cmg
9.6
Supply ChainCode ExecutionAPIFramework
mistralaiCWE-5064736 ATLAS
CRITICALEXPLOIT AVAIL

ChromaDB: pre-auth RCE via trust_remote_code injection

CVE-2026-45829
10.0
EPSS 15.1%
Code ExecutionAuth BypassSupply ChainRAGFrameworkAgent
chromadbCWE-941.9K6 ATLAS
CRITICALEXPLOIT AVAIL

deepseek-tui: prompt injection enables zero-approval RCE

CVE-2026-45311
9.6
EPSS 0.6%
Prompt InjectionCode ExecutionData ExtractionAgentPlugin
deepseek-tuiPatch: 0.8.23CWE-947 ATLAS
CRITICALEXPLOIT AVAIL

Crabbox: env-var allowlist leaks secrets to remote exec

CVE-2026-8634
9.1
EPSS 1.0%
Supply ChainCode ExecutionData LeakageAgentFramework
crabbox35 ATLAS
CRITICAL

n8n: SQL injection via poisoned Source Control git repo

CVE-2026-44792
9.0
EPSS 0.4%
Supply ChainCode ExecutionData ExtractionAgentFramework
n8nPatch: 1.123.43CWE-89165 ATLAS
CRITICAL

n8n: XML node patch bypass enables host RCE

CVE-2026-44791
9.9
EPSS 0.5%
Code ExecutionAuth BypassData ExtractionAgentFrameworkPlugin
n8nPatch: 1.123.43CWE-1321165 ATLAS
CRITICAL

n8n: prototype pollution in HTTP node enables RCE

CVE-2026-44789
9.9
EPSS 0.5%
Code ExecutionAuth BypassSupply ChainAgentFrameworkPlugin
n8nPatch: 1.123.43CWE-1321166 ATLAS
CRITICAL

Flowise: auth RCE via NodeVM sandbox escape

GHSA-9rvc-vf7m-pgm2
--
Code ExecutionAuth BypassAgentFramework
flowisePatch: 3.1.2CWE-945 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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