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 818 results — Active exploitation, no patch
HIGH EXPLOIT AVAIL

MLflow: RCE via malicious TensorFlow model deserialization

CVE-2024-37057
8.8
EPSS 0.6%
Supply Chain Code Execution Framework Model
mlflow CWE-502 655 5 ATLAS
HIGH EXPLOIT AVAIL

MLflow: RCE via LightGBM model deserialization

CVE-2024-37056
8.8
EPSS 0.6%
Supply Chain Code Execution Framework Model
mlflow CWE-502 655 5 ATLAS
HIGH EXPLOIT AVAIL

MLflow: RCE via pmdarima model deserialization

CVE-2024-37055
8.8
EPSS 0.6%
Code Execution Supply Chain Framework Model
mlflow CWE-502 655 5 ATLAS
HIGH EXPLOIT AVAIL

MLflow: deserialization RCE via malicious PyFunc model

CVE-2024-37054
8.8
EPSS 0.7%
Supply Chain Code Execution Framework Model
mlflow CWE-502 655 5 ATLAS
HIGH EXPLOIT AVAIL

MLflow: RCE via malicious scikit-learn model deserialization

CVE-2024-37053
8.8
EPSS 0.6%
Supply Chain Code Execution Framework Model
mlflow CWE-502 655 5 ATLAS
HIGH EXPLOIT AVAIL

MLflow: RCE via malicious scikit-learn model upload

CVE-2024-37052
8.8
EPSS 0.6%
Code Execution Supply Chain Framework Model
mlflow CWE-502 655 5 ATLAS
CRITICAL EXPLOIT AVAIL

Gradio: CI/CD command injection enables secrets exfiltration

CVE-2024-4253
9.1
EPSS 1.7%
Supply Chain Code Execution Data Extraction Framework Inference API
gradio 685 5 ATLAS
HIGH KEV

Ollama: path traversal enables RCE via model blob API

CVE-2024-37032
8.8
EPSS 89.6%
Code Execution Data Extraction Inference Framework API
ollama 1.6K 4 ATLAS
UNKNOWN EXPLOIT AVAIL

text-generation-inference: workflow injection RCE

CVE-2024-3924
--
EPSS 0.3%
Supply Chain Code Execution Framework Inference
4 ATLAS
MEDIUM EXPLOIT AVAIL

WP Testimonial Carousel: OpenAI API key hijack, no auth

CVE-2024-4858
5.3
EPSS 0.4%
Auth Bypass DoS API Plugin
CWE-862 4 ATLAS
HIGH EXPLOIT AVAIL

WordPress AI ChatBot: auth bypass enables OpenAI file upload

CVE-2024-0452
7.7
EPSS 0.4%
Auth Bypass Data Leakage Model Poisoning API Plugin
wpbot CWE-862 5 ATLAS
MEDIUM EXPLOIT AVAIL

wpbot: missing auth exposes OpenAI account files

CVE-2024-0451
5.0
EPSS 0.4%
Data Extraction Auth Bypass API Plugin
wpbot CWE-862 5 ATLAS
MEDIUM EXPLOIT AVAIL

MLflow: broken access control allows artifact deletion

CVE-2024-4263
5.4
EPSS 0.3%
Auth Bypass Framework Training Data
mlflow 655 3 ATLAS
UNKNOWN EXPLOIT AVAIL

llama_index: RCE via eval() in RunGptLLM connector

CVE-2024-4181
--
EPSS 2.1%
Code Execution Supply Chain Framework Inference
llamaindex 3 ATLAS
HIGH EXPLOIT AVAIL SCANNER

MLflow: URL fragment bypass leaks SSH and cloud keys

CVE-2024-3848
7.5
EPSS 43.3%
Data Extraction Auth Bypass Framework
mlflow CWE-22 655 4 ATLAS
CRITICAL EXPLOIT AVAIL

llama-cpp-python: SSTI in .gguf loader enables RCE

CVE-2024-34359
9.6
EPSS 28.4%
Code Execution Supply Chain Framework Model Inference
5 ATLAS
HIGH EXPLOIT AVAIL

Gradio: credential leakage via Windows path encoding bug

CVE-2024-34510
7.5
EPSS 0.6%
Data Leakage Data Extraction Framework Inference API
gradio CWE-116 685 5 ATLAS
MEDIUM EXPLOIT AVAIL

PyTorch: heap buffer overflow causes local DoS

CVE-2024-31580
4.0
EPSS 0.2%
DoS Framework
pytorch 22.7K 3 ATLAS
CRITICAL EXPLOIT AVAIL

Keras: RCE via malicious model deserialization

CVE-2024-3660
9.8
EPSS 1.7%
Code Execution Supply Chain Framework Model
keras CWE-94 1.6K 5 ATLAS
CRITICAL EXPLOIT AVAIL

MLflow: LFI via URI parsing allows arbitrary file read

CVE-2024-3573
9.3
EPSS 0.7%
Data Extraction Auth Bypass Framework
mlflow CWE-22 655 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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