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
2,387

AI/ML CVEs Tracked

341

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 1561 results — no patch
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
HIGH EXPLOIT AVAIL

TorchServe: default gRPC exposure allows unauth inference

CVE-2024-35199
8.2
EPSS 0.6%
DoS Data Extraction Auth Bypass Inference Framework
torchserve 22.7K 5 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
HIGH EXPLOIT AVAIL

langchain-experimental: RCE via eval() in VectorSQL chain

CVE-2024-21513
8.5
EPSS 1.5%
Code Execution Prompt Injection Data Extraction Framework RAG Agent
langchain-experimental 2.7K 5 ATLAS
LOW EXPLOIT AVAIL

ChatGPT macOS: cleartext conversation storage exposed

CVE-2024-40594
2.3
EPSS 0.1%
Data Leakage Privacy Violation API
3 ATLAS
UNKNOWN EXPLOIT AVAIL

lollms-webui: RCE via malicious GGUF model loading

CVE-2024-4897
--
EPSS 0.4%
Supply Chain Code Execution Framework Model Inference
6 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
MEDIUM EXPLOIT AVAIL

Flowise: reflected XSS enables credential theft

CVE-2024-37146
6.1
EPSS 0.4%
Data Extraction Auth Bypass Social Engineering Agent Framework
flowise CWE-79 5 ATLAS
MEDIUM EXPLOIT AVAIL

Flowise: reflected XSS enables file read chain via chatflow

CVE-2024-37145
6.1
EPSS 0.5%
Code Execution Data Extraction Privacy Violation Agent Framework
flowise CWE-79 5 ATLAS
MEDIUM EXPLOIT AVAIL

Flowise: reflected XSS in chatflow API enables session hijack

CVE-2024-36423
6.1
EPSS 0.4%
Data Extraction Auth Bypass Code Execution Framework Agent
flowise CWE-79 5 ATLAS
MEDIUM EXPLOIT AVAIL

Flowise: reflected XSS enables session hijack and file read

CVE-2024-36422
6.1
EPSS 0.4%
Data Leakage Data Extraction Framework Agent
flowise CWE-79 4 ATLAS
HIGH EXPLOIT AVAIL

Flowise: CORS wildcard enables file read and data theft

CVE-2024-36421
7.5
EPSS 8.5%
Data Extraction Auth Bypass Data Leakage Agent Framework
flowise CWE-346 5 ATLAS
HIGH EXPLOIT AVAIL SCANNER

Flowise: unauthenticated arbitrary file read via API

CVE-2024-36420
7.5
EPSS 1.8%
Data Extraction Auth Bypass Data Leakage Framework API Agent
flowise CWE-74 6 ATLAS
LOW EXPLOIT AVAIL

lollms-webui: CSRF allows unauthorized AI service install

CVE-2024-4839
3.3
EPSS 0.2%
Supply Chain Auth Bypass Inference Framework
lollms-webui 4 ATLAS
MEDIUM EXPLOIT AVAIL SCANNER

Gradio: open redirect enables phishing against ML users

CVE-2024-4940
6.1
EPSS 1.0%
Social Engineering Privacy Violation Framework Inference
gradio 685 5 ATLAS
HIGH EXPLOIT AVAIL

LangChain: Python REPL code execution without opt-in

CVE-2024-38459
7.8
EPSS 0.2%
Code Execution Prompt Injection Data Extraction Framework Agent
langchain-experimental 2.7K 5 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
MEDIUM EXPLOIT AVAIL

scikit-learn: TfidfVectorizer leaks training data tokens

CVE-2024-5206
4.7
EPSS 0.2%
Data Leakage Data Extraction Privacy Violation Framework Training Data
scikit-learn CWE-922 29.2K 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.

Need deeper analysis?

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