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.

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

95

New This Week

25

In CISA KEV

Latest AI Security Threats

Showing 20 of 4307 results
HIGHEXPLOIT AVAIL

vLLM: ZeroMQ socket exposure enables DoS in multi-node

CVE-2025-30202
7.5
EPSS 0.6%
DoSData LeakageInferenceFramework
vllmCWE-770944 ATLAS
MEDIUMEXPLOIT AVAIL

transformers: ReDoS in GPT-NeoX Japanese tokenizer

CVE-2025-1194
6.5
EPSS 0.5%
DoSFramework
transformersCWE-13339.8K4 ATLAS
MEDIUM

n8n: stored XSS enables account takeover

CVE-2025-46343
5.4
EPSS 0.3%
Auth BypassCode ExecutionAgentFramework
n8n165 ATLAS
CRITICALEXPLOIT AVAIL

PHPGurukul: session hijack via password change flow

CVE-2025-45949
9.8
EPSS 0.5%
Auth BypassFramework
CRITICALEXPLOIT AVAIL

PHPGurukul Hostel Mgmt: session hijacking → takeover

CVE-2025-45953
9.1
EPSS 0.4%
Auth Bypass
CRITICAL

vLLM: RCE via malicious model, PyTorch < 2.6 bypass

GHSA-ggpf-24jw-3fcw
9.8
Code ExecutionSupply ChainFrameworkInferenceModel
vllmPatch: 0.8.0CWE-1395945 ATLAS
CRITICALEXPLOIT AVAIL

PyTorch: RCE bypasses weights_only=True safe-load guard

CVE-2025-32434
9.8
EPSS 2.4%
Code ExecutionSupply ChainFrameworkModelInference
pytorchCWE-50226.1K6 ATLAS
MEDIUMEXPLOIT AVAIL

PyTorch: DoS via ctc_loss resource mishandling

CVE-2025-3730
5.5
EPSS 0.3%
DoSFramework
pytorchCWE-40426.1K3 ATLAS
MEDIUM

vLLM: DoS via unbounded XGrammar schema cache

GHSA-hf3c-wxg2-49q9
6.5
DoSSupply ChainInferenceFrameworkAPI
vllmPatch: 0.8.4CWE-770945 ATLAS
CRITICALEXPLOIT AVAIL

jupyter-remote-desktop-proxy: VNC network exposure

CVE-2025-32428
--
EPSS 0.9%
Auth BypassData LeakagePrivacy ViolationFramework
jupyter-remote-desktop-proxyPatch: 3.0.1CWE-6681.9K5 ATLAS
CRITICALEXPLOIT AVAIL

BentoML: RCE via insecure deserialization in runner

CVE-2025-32375
9.8
EPSS 52.4%
Code ExecutionData ExtractionSupply ChainFrameworkInference
bentomlCWE-502235 ATLAS
MEDIUM

xgrammar: unbounded grammar cache causes LLM server DoS

CVE-2025-32381
6.5
EPSS 0.5%
DoSInferenceFramework
xgrammarPatch: 0.1.18CWE-7701323 ATLAS
MEDIUM

picklescan: bypass allows silent RCE in ML pipelines

GHSA-v7x6-rv5q-mhwc
--
Supply ChainCode ExecutionModelFramework
picklescanPatch: 0.0.25CWE-18436 ATLAS
MEDIUM

picklescan: numpy bypass enables RCE in ML model pipelines

GHSA-fj43-3qmq-673f
--
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.25CWE-50237 ATLAS
HIGHEXPLOIT AVAIL

picklescan: scanner bypass enables DNS data exfiltration

CVE-2025-46417
--
EPSS 0.2%
Supply ChainData ExtractionData LeakageFrameworkModel
picklescanPatch: 0.0.25CWE-18436 ATLAS
CRITICALKEVSCANNER

Langflow: Unauth RCE via code injection endpoint

CVE-2025-3248
9.8
EPSS 100.0%
Code ExecutionAuth BypassFrameworkAgent
langflowCWE-945 ATLAS
CRITICALEXPLOIT AVAIL

BentoML: unauthenticated RCE via insecure deserialization

CVE-2025-27520
9.8
EPSS 40.6%
Code ExecutionSupply ChainFrameworkInference
bentomlCWE-502235 ATLAS
HIGHEXPLOIT AVAIL

jupyterlab-git: command injection via malicious repo name

CVE-2025-30370
7.4
EPSS 0.6%
Code ExecutionSupply ChainFrameworkPlugin
jupyterlab-gitPatch: 0.51.1CWE-781.9K4 ATLAS
LOWEXPLOIT AVAIL

PyTorch: memory corruption in CUDA caching allocator

CVE-2025-3136
3.3
EPSS 0.3%
DoSFrameworkInference
pytorchCWE-78726.1K2 ATLAS
MEDIUMEXPLOIT AVAIL

PyTorch: memory corruption in JIT flatbuffer loader

CVE-2025-3121
5.5
EPSS 0.3%
DoSSupply ChainFrameworkInference
pytorch26.1K3 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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