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 1908 results — High severity
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
HIGH

TorchGeo: RCE via code injection in geospatial ML lib

CVE-2024-49048
8.1
EPSS 1.2%
Code ExecutionSupply ChainFrameworkTraining Data
torchgeoPatch: 0.6.1CWE-94135 ATLAS
HIGH

LightGBM: heap buffer overflow enables network RCE

CVE-2024-43598
8.1
EPSS 1.4%
Code ExecutionSupply ChainFrameworkInferenceTraining Data
lightgbmCWE-1221.1K4 ATLAS
HIGHEXPLOIT AVAIL

Ollama: path traversal exposes server filesystem

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

Ollama: DoS via /dev/random causes goroutine exhaustion

CVE-2024-39721
7.5
EPSS 2.7%
DoSInferenceAPIFramework
ollama1.9K3 ATLAS
HIGHEXPLOIT AVAIL

Ollama: OOB read in GGUF parser enables remote DoS

CVE-2024-39720
8.2
EPSS 2.4%
DoSCode ExecutionInferenceFramework
ollama1.9K3 ATLAS
HIGHEXPLOIT AVAIL

Ollama: file existence oracle via api/create errors

CVE-2024-39719
7.5
EPSS 4.2%
Data ExtractionPrivacy ViolationInferenceAPI
ollama1.9K4 ATLAS
HIGH

Gradio: race condition enables backend URL hijacking

CVE-2024-47870
8.1
EPSS 0.4%
Data ExtractionPrivacy ViolationAuth BypassFrameworkInference
gradioCWE-3627354 ATLAS
HIGHEXPLOIT AVAIL

Gradio: path traversal leaks arbitrary server files

CVE-2024-47868
7.5
EPSS 0.8%
Data ExtractionData LeakageFrameworkInference
gradioCWE-227355 ATLAS
HIGH

Gradio: no integrity check on FRP binary, supply chain RCE

CVE-2024-47867
7.5
EPSS 0.2%
Supply ChainCode ExecutionFramework
gradioCWE-3457353 ATLAS
HIGH

Gradio: CORS bypass exposes local instances to credential theft

CVE-2024-47084
8.3
EPSS 0.5%
Auth BypassData ExtractionData LeakageFrameworkInference
gradioCWE-2857355 ATLAS
HIGHEXPLOIT AVAILSCANNER

AYS ChatGPT WP Plugin: auth bypass disables AI service

CVE-2024-7714
7.5
EPSS 0.8%
Auth BypassData LeakageDoSPluginAPI
4 ATLAS1 incident
HIGHEXPLOIT AVAIL

vLLM: unauthenticated DoS via empty completion prompt

CVE-2024-8768
7.5
EPSS 0.7%
DoSInferenceAPIFramework
4 ATLAS
HIGHEXPLOIT AVAIL

LangChain: RCE via FAISS pickle deserialization

CVE-2024-5998
7.8
EPSS 0.4%
Code ExecutionSupply ChainFrameworkRAG
langchain3.2K4 ATLAS
HIGHKEV

LiteLLM: SSRF leaks OpenAI API key to attacker

CVE-2024-6587
7.5
EPSS 34.4%
Data ExtractionAuth BypassAPIFramework
litellm65 ATLAS
HIGHEXPLOIT AVAIL

MindsDB: RCE via eval() injection in ChromaDB INSERT

CVE-2024-45848
8.8
EPSS 0.9%
Code ExecutionData ExtractionFrameworkRAGPlugin
CWE-945 ATLAS
HIGHEXPLOIT AVAIL

Ollama: ZIP path traversal exposes host filesystem

CVE-2024-45436
7.5
EPSS 2.6%
Supply ChainData ExtractionFrameworkModelInference
ollamaCWE-221.9K6 ATLAS
HIGHEXPLOIT AVAIL

OpenShift AI: model auth bypass via exposed token

CVE-2024-7557
8.8
EPSS 1.0%
Auth BypassData LeakageFrameworkInferenceAPI
rhoai/odh-kf-notebook-controller-rhel83.0K4 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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