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

LangChain-Experimental: RCE via eval in math chain

CVE-2024-46946
9.8
EPSS 1.4%
Code ExecutionSupply ChainFrameworkAgent
langchain-experimental3.2K4 ATLAS
CRITICALEXPLOIT AVAIL

Panel: file exposure enables sensitive ML data collection

CVE-2024-6878
--
EPSS 0.4%
Data ExtractionPrivacy ViolationFrameworkInference
Panel5144 ATLAS
CRITICALEXPLOIT AVAIL

Panel: Reflected XSS enables session hijack in ML UI

CVE-2024-6877
--
EPSS 0.3%
Code ExecutionData LeakageAuth BypassFrameworkAPI
Panel5144 ATLAS
CRITICALEXPLOIT AVAIL

Panel: plaintext credential storage enables domain compromise

CVE-2024-5960
9.8
EPSS 0.4%
Auth BypassData ExtractionPrivacy ViolationFrameworkInference
Panel5143 ATLAS
CRITICALEXPLOIT AVAIL

Panel: Stored XSS enables session hijack in ML dashboards

CVE-2024-5959
--
EPSS 0.3%
Auth BypassData ExtractionCode ExecutionFrameworkAPI
Panel5143 ATLAS
CRITICALEXPLOIT AVAIL

Panel: SQL injection enables OS command execution

CVE-2024-5958
--
EPSS 0.5%
Code ExecutionData ExtractionAuth BypassFrameworkInference
Panel5144 ATLAS
MEDIUMEXPLOIT AVAIL

ilab/vllm: best_of param causes inference API DoS

CVE-2024-8939
6.2
EPSS 0.2%
DoSInferenceAPI
3 ATLAS
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
MEDIUMEXPLOIT AVAIL

Streamlit: path traversal leaks Windows NTLM hash

CVE-2024-42474
6.5
EPSS 0.6%
Data LeakageAuth BypassFrameworkAPI
streamlitCWE-223.1K4 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
HIGHEXPLOIT AVAIL

Langflow: mass assignment grants super admin access

CVE-2024-7297
8.8
EPSS 21.2%
Auth BypassCode ExecutionFrameworkAgent
langflow4 ATLAS
CRITICALEXPLOIT AVAIL

streamlit-geospatial: blind SSRF via unvalidated URL input

CVE-2024-41120
9.8
EPSS 0.8%
Data ExtractionAuth BypassFrameworkAPI
streamlit-geospatialCWE-9183.1K3 ATLAS
CRITICALEXPLOIT AVAIL

streamlit-geospatial: RCE via eval() on vis_params input

CVE-2024-41119
9.8
EPSS 1.4%
Code ExecutionFrameworkInference
streamlit-geospatial3.1K4 ATLAS
CRITICALEXPLOIT AVAIL

streamlit-geospatial: blind SSRF via WMS URL input

CVE-2024-41118
9.8
EPSS 0.7%
Data ExtractionAuth BypassPrivacy ViolationFrameworkAPI
streamlit-geospatialCWE-9183.1K4 ATLAS
CRITICALEXPLOIT AVAIL

streamlit-geospatial: eval() injection allows RCE

CVE-2024-41117
9.8
EPSS 1.3%
Code ExecutionFramework
streamlit-geospatial3.1K4 ATLAS
CRITICALEXPLOIT AVAIL

streamlit-geospatial: RCE via eval() injection

CVE-2024-41116
9.8
EPSS 1.3%
Code ExecutionFramework
streamlit-geospatial3.1K4 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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