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
2,388

AI/ML CVEs Tracked

342

Critical

358

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 342 results — Critical severity
CRITICAL

Gradio: unauthenticated SSRF in /queue/join, internal pivot

CVE-2024-47167
9.8
EPSS 0.5%
Data Extraction Auth Bypass Code Execution Framework Inference
gradio CWE-918 685 4 ATLAS
CRITICAL EXPLOIT AVAIL

LangChain-Experimental: RCE via eval in math chain

CVE-2024-46946
9.8
EPSS 1.3%
Code Execution Supply Chain Framework Agent
langchain-experimental 2.7K 4 ATLAS
CRITICAL

Panel: file exposure enables sensitive ML data collection

CVE-2024-6878
--
EPSS 0.4%
Data Extraction Privacy Violation Framework Inference
Panel 479 4 ATLAS
CRITICAL

Panel: Reflected XSS enables session hijack in ML UI

CVE-2024-6877
--
EPSS 0.2%
Code Execution Data Leakage Auth Bypass Framework API
Panel 479 4 ATLAS
CRITICAL

Panel: plaintext credential storage enables domain compromise

CVE-2024-5960
9.8
EPSS 0.4%
Auth Bypass Data Extraction Privacy Violation Framework Inference
Panel 479 3 ATLAS
CRITICAL

Panel: Stored XSS enables session hijack in ML dashboards

CVE-2024-5959
--
EPSS 0.2%
Auth Bypass Data Extraction Code Execution Framework API
Panel 479 3 ATLAS
CRITICAL

Panel: SQL injection enables OS command execution

CVE-2024-5958
--
EPSS 0.5%
Code Execution Data Extraction Auth Bypass Framework Inference
Panel 479 4 ATLAS
CRITICAL

Nova Panel N7: auth bypass via alternate channel (EOL)

CVE-2024-6684
--
EPSS 0.6%
Auth Bypass API
inohom Nova Panel N7 479 3 ATLAS
CRITICAL EXPLOIT AVAIL

streamlit-geospatial: blind SSRF via unvalidated URL input

CVE-2024-41120
9.8
EPSS 0.8%
Data Extraction Auth Bypass Framework API
streamlit-geospatial CWE-918 2.9K 3 ATLAS
CRITICAL EXPLOIT AVAIL

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

CVE-2024-41119
9.8
EPSS 1.4%
Code Execution Framework Inference
streamlit-geospatial 2.9K 4 ATLAS
CRITICAL EXPLOIT AVAIL

streamlit-geospatial: blind SSRF via WMS URL input

CVE-2024-41118
9.8
EPSS 0.7%
Data Extraction Auth Bypass Privacy Violation Framework API
streamlit-geospatial CWE-918 2.9K 4 ATLAS
CRITICAL EXPLOIT AVAIL

streamlit-geospatial: eval() injection allows RCE

CVE-2024-41117
9.8
EPSS 1.3%
Code Execution Framework
streamlit-geospatial 2.9K 4 ATLAS
CRITICAL EXPLOIT AVAIL

streamlit-geospatial: RCE via eval() injection

CVE-2024-41116
9.8
EPSS 1.3%
Code Execution Framework
streamlit-geospatial 2.9K 4 ATLAS
CRITICAL EXPLOIT AVAIL

streamlit-geospatial: eval() injection enables RCE

CVE-2024-41115
9.8
EPSS 1.5%
Code Execution Data Extraction Framework
streamlit-geospatial 2.9K 5 ATLAS
CRITICAL EXPLOIT AVAIL

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

CVE-2024-41114
9.8
EPSS 1.4%
Code Execution Data Extraction Framework Inference
streamlit-geospatial 2.9K 4 ATLAS
CRITICAL EXPLOIT AVAIL

streamlit-geospatial: RCE via eval() in Timelapse page

CVE-2024-41113
9.8
EPSS 1.4%
Code Execution Data Extraction Framework
streamlit-geospatial 2.9K 5 ATLAS
CRITICAL EXPLOIT AVAIL

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

CVE-2024-41112
9.8
EPSS 1.4%
Code Execution Framework
streamlit-geospatial 2.9K 4 ATLAS
CRITICAL EXPLOIT AVAIL

TorchServe: URL bypass enables arbitrary model loading

CVE-2024-35198
9.8
EPSS 0.8%
Auth Bypass Supply Chain Code Execution Inference Framework
torchserve 22.7K 5 ATLAS
CRITICAL EXPLOIT AVAIL

Gradio: code injection via component metadata (CVSS 9.8)

CVE-2024-39236
9.8
EPSS 0.9%
Code Execution Supply Chain Framework Inference
gradio 685 4 ATLAS
CRITICAL EXPLOIT AVAIL

Langflow: unauthenticated RCE via custom component API

CVE-2024-37014
9.8
EPSS 0.9%
Code Execution Auth Bypass Supply Chain Framework Agent API
langflow CWE-94 5 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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