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 1346 results — Active exploitation, no patch
CRITICALEXPLOIT AVAIL

vLLM: RCE via unsafe deserialization in Mooncake KV

CVE-2025-29783
9.0
EPSS 0.7%
Code ExecutionSupply ChainFrameworkInference
vllmCWE-502945 ATLAS
MEDIUMEXPLOIT AVAIL

vLLM: DoS via unbounded grammar cache exhausts disk

CVE-2025-29770
6.5
EPSS 0.5%
DoSInferenceFrameworkAPI
vllmCWE-770944 ATLAS
CRITICALEXPLOIT AVAIL

Keras: safe_mode bypass enables RCE via model loading

CVE-2025-1550
9.8
EPSS 2.6%
Code ExecutionSupply ChainFrameworkModel
kerasCWE-944.1K6 ATLAS
LOWEXPLOIT AVAIL

PyTorch: improper init in quantized sigmoid skews model output

CVE-2025-2149
2.5
EPSS 0.3%
Supply ChainAdversarial ExamplesFrameworkInferenceModel
torchCWE-66526.1K3 ATLAS
HIGHEXPLOIT AVAIL

PyTorch: memory corruption in JIT profiler callback handler

CVE-2025-2148
7.5
EPSS 0.4%
Code ExecutionSupply ChainFrameworkInference
torchCWE-11926.1K3 ATLAS
CRITICALEXPLOIT AVAIL

picklescan: ZIP flag bypass enables RCE in PyTorch models

CVE-2025-1945
9.8
EPSS 0.6%
Supply ChainCode ExecutionModelFramework
picklescanCWE-34536 ATLAS
HIGHEXPLOIT AVAIL

gpt_academic: symlink traversal exposes all server files

CVE-2025-25185
7.5
EPSS 0.6%
Data ExtractionPrivacy ViolationFramework
gpt_academic4 ATLAS
MEDIUMEXPLOIT AVAIL

serialize-javascript: XSS via regex in AI/ML dashboards

CVE-2024-11831
5.4
EPSS 1.1%
Supply ChainCode ExecutionData ExtractionFrameworkPlugin
odh-kf-notebook-controller-rhel83.0K4 ATLAS
HIGHEXPLOIT AVAIL

Gradio: ACL bypass via path case manipulation

CVE-2025-23042
7.5
EPSS 1.0%
Auth BypassData ExtractionFrameworkAPI
gradioCWE-1787354 ATLAS
MEDIUMEXPLOIT AVAIL

Keras: path traversal enables arbitrary file write

CVE-2024-55459
6.5
EPSS 0.2%
Supply ChainCode ExecutionFrameworkTraining Data
kerasCWE-224.1K4 ATLAS
MEDIUMEXPLOIT AVAIL

WP Text Prompter: Stored XSS in OpenAI shortcode plugin

CVE-2024-11896
6.4
EPSS 0.3%
Code ExecutionData ExtractionPluginAPI
4 ATLAS
HIGHEXPLOIT AVAIL

Lobe Chat: pre-auth SSRF leaks OpenAI API keys

CVE-2024-32965
8.6
EPSS 26.1%
Data ExtractionAuth BypassAPIFramework
6 ATLAS
HIGHEXPLOIT AVAIL

Transformers: RCE via Trax model deserialization

CVE-2024-11394
8.8
EPSS 2.7%
Code ExecutionSupply ChainFrameworkModel
transformersCWE-5029.8K6 ATLAS
HIGHEXPLOIT AVAIL

Transformers: RCE via MaskFormer model deserialization

CVE-2024-11393
8.8
EPSS 3.3%
Code ExecutionSupply ChainFrameworkModel
transformersCWE-5029.8K6 ATLAS
HIGHEXPLOIT AVAIL

HuggingFace Transformers: RCE via config deserialization

CVE-2024-11392
8.8
EPSS 7.7%
Supply ChainCode ExecutionFrameworkModel
transformersCWE-5029.8K6 ATLAS
HIGHEXPLOIT AVAIL

Intel Extension for Transformers: path traversal privesc

CVE-2024-21799
7.1
EPSS 0.7%
Code ExecutionSupply ChainFramework
4 ATLAS
MEDIUMEXPLOIT AVAIL

Gradio: path traversal exposes arbitrary server files

CVE-2024-51751
6.5
EPSS 0.7%
Data ExtractionData LeakageFramework
gradioCWE-227353 ATLAS
CRITICALEXPLOIT AVAIL

Langflow: RCE via unsandboxed code component execution

CVE-2024-48061
9.8
EPSS 1.5%
Code ExecutionAuth BypassFrameworkAgent
langflowCWE-945 ATLAS
MEDIUMEXPLOIT AVAIL

Gradio: SSRF in DownloadButton exposes internal resources

CVE-2024-48052
6.5
EPSS 0.5%
Data ExtractionPrivacy ViolationFrameworkInference
gradioCWE-9187354 ATLAS
HIGHEXPLOIT AVAIL

Ollama: path traversal exposes server filesystem

CVE-2024-39722
7.5
EPSS 4.0%
Data ExtractionData LeakageInferenceAPI
ollama1.9K4 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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