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
3,590

AI/ML CVEs Tracked

481

Critical

95

New This Week

24

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 481 results — Critical severity
CRITICAL EXPLOIT AVAIL

Flowise: mass assignment breaks multi-tenant isolation

CVE-2026-46441
9.6
EPSS 0.3%
Auth Bypass Data Extraction Agent Framework
flowise 4 ATLAS
CRITICAL EXPLOIT AVAIL

Flowise: plaintext auth brute-force, no rate limit

CVE-2026-46440
9.1
EPSS 0.3%
Auth Bypass Data Extraction Agent Framework
flowise CWE-522 5 ATLAS
CRITICAL

AVideo YPTSocket: Stored DOM XSS enables admin takeover

GHSA-8whc-2wmv-ww35
9.6
Auth Bypass Code Execution Data Extraction Plugin
WWBN/AVideo CWE-79 505 4 ATLAS
CRITICAL EXPLOIT AVAIL

Jupyter Enterprise Gateway: root privilege bypass in Kubernetes

CVE-2026-44180
9.8
EPSS 0.6%
Auth Bypass Code Execution Framework Inference
jupyter_enterprise_gateway Patch: 3.3.0 CWE-20 1.9K 4 ATLAS
CRITICAL EXPLOIT AVAIL

transformers: trust_remote_code bypass enables RCE via model load

CVE-2026-5241
9.6
EPSS 0.6%
Supply Chain Code Execution Framework Model
transformers Patch: 5.5.0 CWE-829 9.5K 5 ATLAS
CRITICAL

OpenMed: RCE via trust_remote_code model loading

CVE-2026-47117
9.8
EPSS 0.9%
Code Execution Supply Chain Model Inference Framework
openmed Patch: 1.5.2 CWE-94 9.5K 6 ATLAS
CRITICAL

IBM WebSphere: RCE via JAX-WS deserialization (CVSS 9.0)

CVE-2026-9319
9.0
EPSS 0.5%
Code Execution Supply Chain Data Extraction API Inference Framework
CWE-502 4 ATLAS
CRITICAL EXPLOIT AVAIL

praisonai-platform: member can escalate to workspace owner

CVE-2026-47413
9.6
EPSS 0.4%
Auth Bypass Data Extraction Agent Framework
praisonai-platform Patch: 0.1.4 CWE-269 1 5 ATLAS
CRITICAL EXPLOIT AVAIL

praisonai-platform: member-to-owner privilege escalation

CVE-2026-47416
9.6
EPSS 0.4%
Auth Bypass Data Extraction Agent Framework
praisonai-platform Patch: 0.1.4 CWE-269 1 4 ATLAS
CRITICAL EXPLOIT AVAIL

praisonai-platform: hardcoded JWT → full account takeover

CVE-2026-47410
9.8
EPSS 0.6%
Auth Bypass Data Extraction Agent Framework
praisonai-platform Patch: 0.1.4 CWE-321 1 4 ATLAS
CRITICAL EXPLOIT AVAIL

praisonai-platform: IDOR enables cross-tenant agent hijack

CVE-2026-47407
--
EPSS 0.4%
Auth Bypass Data Extraction Data Leakage Agent Framework
praisonai-platform Patch: 0.1.4 CWE-269 1 6 ATLAS
CRITICAL EXPLOIT AVAIL

PraisonAI: Unauth RCE via A2A eval injection

CVE-2026-47391
9.8
EPSS 1.2%
Code Execution Auth Bypass Prompt Injection Agent Framework Plugin
PraisonAI Patch: 4.6.40 CWE-95 1 6 ATLAS
CRITICAL EXPLOIT AVAIL

praisonaiagents: RCE via Python sandbox bypass

CVE-2026-47392
9.9
EPSS 0.9%
Code Execution Auth Bypass Agent Framework
PraisonAI Patch: 4.6.40 CWE-184 1 6 ATLAS
CRITICAL EXPLOIT AVAIL

PraisonAI: auth bypass in deployed API exposes LLM + tools

CVE-2026-47393
9.8
EPSS 0.8%
Auth Bypass Code Execution Data Leakage Agent Framework API
PraisonAI Patch: 4.6.40 CWE-306 1 7 ATLAS
CRITICAL EXPLOIT AVAIL

PraisonAI: fail-open auth exposes remote agent control API

CVE-2026-47396
9.8
EPSS 0.6%
Auth Bypass Code Execution Data Extraction Agent API Framework
PraisonAI Patch: 4.6.40 CWE-284 1 6 ATLAS
CRITICAL

Shopper: RBAC bypass allows full admin takeover

CVE-2026-47744
9.9
EPSS 0.3%
Auth Bypass Code Execution Framework
shopper/framework Patch: 2.8.0 CWE-269 505 3 ATLAS
CRITICAL EXPLOIT AVAIL

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

CVE-2026-25879
9.8
EPSS 0.6%
Prompt Injection Code Execution Data Extraction Agent Framework
langroid Patch: 0.63.0 CWE-89 4 6 ATLAS
CRITICAL

Langflow: RCE via symlink traversal in archive extraction

CVE-2026-7524
9.8
EPSS 0.8%
Code Execution Supply Chain Framework Agent
langflow CWE-22 4 ATLAS
CRITICAL EXPLOIT AVAIL

MLflow: auth bypass on artifact uploads enables RCE

CVE-2026-2651
9.0
EPSS 0.3%
Supply Chain Auth Bypass Code Execution Model Inference Framework
mlflow/mlflow CWE-862 690 4 ATLAS
CRITICAL EXPLOIT AVAIL

Boxlite: read-only bypass enables host code execution

CVE-2026-46695
10.0
EPSS 0.3%
Code Execution Supply Chain Data Leakage Agent Framework
boxlite-cli Patch: 0.9.0 CWE-284 4 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?

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