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
2,377

AI/ML CVEs Tracked

337

Critical

392

New This Week

18

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 108 results — Critical severity, has patch
CRITICAL

picklescan: security flaw enables exploitation

GHSA-vvpj-8cmc-gx39
10.0
Supply Chain Code Execution Auth Bypass Model Framework
picklescan Patch: 1.0.4 CWE-183 3 8 ATLAS
CRITICAL

picklescan: Allowlist Bypass evades input filtering

GHSA-7wx9-6375-f5wh
9.8
Supply Chain Code Execution Framework
picklescan Patch: 1.0.4 CWE-184 3 5 ATLAS
CRITICAL

mlflow: security flaw enables exploitation

CVE-2026-2635
9.8
EPSS 1.1%
Model Poisoning Code Execution Auth Bypass Framework RAG Model
mlflow Patch: 3.8.0rc0 CWE-1393 655 10 ATLAS
CRITICAL

semantic-kernel: Code Injection enables RCE

CVE-2026-26030
10.0
EPSS 2.9%
Code Execution Supply Chain Auth Bypass Framework Agent RAG
semantic-kernel Patch: 1.39.4 CWE-94 27 5 ATLAS
CRITICAL

semantic-kernel: Path Traversal enables file access

CVE-2026-25592
9.9
EPSS 1.9%
Code Execution Supply Chain Data Extraction Framework Agent Plugin
semantic-kernel Patch: 1.39.3 CWE-22 27 6 ATLAS
CRITICAL EXPLOIT AVAIL

langroid: Code Injection enables RCE

CVE-2026-25481
--
EPSS 0.6%
Code Execution Prompt Injection Auth Bypass Agent Framework Plugin
langroid Patch: 0.59.32 CWE-94 4 6 ATLAS
CRITICAL KEV

ray: Code Injection enables RCE

CVE-2025-62593
--
EPSS 0.4%
Code Execution Auth Bypass Social Engineering Framework
ray Patch: 2.52.0 CWE-94 873 8 ATLAS
CRITICAL EXPLOIT AVAIL

keras: Path Traversal enables file access

CVE-2025-12060
9.8
EPSS 0.6%
Supply Chain Code Execution Framework Training Data
keras Patch: 3.12.0 CWE-22 1.6K 4 ATLAS
CRITICAL EXPLOIT AVAIL

keras: Deserialization enables RCE

CVE-2025-49655
9.8
EPSS 0.7%
Code Execution Supply Chain Framework Model
keras Patch: 3.11.3 CWE-502 1.6K 5 ATLAS
CRITICAL

ExecuTorch: heap buffer overflow RCE via model loading

CVE-2025-54949
9.8
EPSS 0.6%
Code Execution Supply Chain Framework Model
executorch Patch: 0.7.0 CWE-122 1 5 ATLAS
CRITICAL

ExecuTorch: integer overflow RCE on model load

CVE-2025-30404
9.8
EPSS 0.6%
Code Execution Supply Chain Framework Model Inference
executorch Patch: 0.7.0 CWE-190 1 5 ATLAS
CRITICAL

ExecuTorch: heap buffer overflow RCE in model loading

CVE-2025-54951
9.8
EPSS 0.6%
Code Execution Supply Chain Framework Model Inference
executorch Patch: 0.7.0 CWE-122 1 4 ATLAS
CRITICAL

ExecuTorch: integer overflow in model load → RCE

CVE-2025-30405
9.8
EPSS 0.6%
Code Execution Supply Chain Framework Model Inference
executorch Patch: 0.7.0 CWE-190 1 4 ATLAS
CRITICAL EXPLOIT AVAIL

ExecuTorch: OOB read in model loader enables RCE

CVE-2025-54950
9.8
EPSS 0.6%
Code Execution Supply Chain Framework Model Inference
executorch Patch: 0.7.0 CWE-125 1 4 ATLAS
CRITICAL EXPLOIT AVAIL

llama_index: SQL injection in vector store integrations

CVE-2025-1793
9.8
EPSS 0.6%
Data Extraction Data Leakage Supply Chain Framework RAG
llama-index Patch: 0.12.28 CWE-89 238 5 ATLAS
CRITICAL EXPLOIT AVAIL

browser-use: URL allowlist bypass enables SSRF in agents

CVE-2025-47241
9.3
EPSS 0.4%
Auth Bypass Data Extraction Agent Framework
browser-use Patch: 0.1.45 CWE-647 65 5 ATLAS
CRITICAL

vLLM: RCE via malicious model, PyTorch < 2.6 bypass

GHSA-ggpf-24jw-3fcw
9.8
Code Execution Supply Chain Framework Inference Model
vllm Patch: 0.8.0 CWE-1395 130 5 ATLAS
CRITICAL EXPLOIT AVAIL

jupyter-remote-desktop-proxy: VNC network exposure

CVE-2025-32428
--
EPSS 0.8%
Auth Bypass Data Leakage Privacy Violation Framework
jupyter-remote-desktop-proxy Patch: 3.0.1 CWE-668 1.9K 5 ATLAS
CRITICAL EXPLOIT AVAIL

InvokeAI: RCE via unsafe torch.load deserialization

CVE-2024-12029
9.8
EPSS 5.3%
Code Execution Supply Chain Framework Model
InvokeAI Patch: 5.4.3rc2 CWE-502 5 ATLAS
CRITICAL EXPLOIT AVAIL

pytorch-lightning: file upload RCE (Windows)

CVE-2024-8019
9.1
EPSS 1.0%
Code Execution Supply Chain Framework Training Data
pytorch-lightning Patch: 2.4.0 CWE-434 1.6K 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.

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