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

96

New This Week

25

In CISA KEV

Latest AI Security Threats

Showing 20 of 1908 results — High severity
HIGHEXPLOIT AVAIL

MLflow: RCE via pmdarima model deserialization

CVE-2024-37055
8.8
EPSS 0.6%
Code ExecutionSupply ChainFrameworkModel
mlflowCWE-5026955 ATLAS
HIGHEXPLOIT AVAIL

MLflow: deserialization RCE via malicious PyFunc model

CVE-2024-37054
8.8
EPSS 0.7%
Supply ChainCode ExecutionFrameworkModel
mlflowCWE-5026955 ATLAS
HIGHEXPLOIT AVAIL

MLflow: RCE via malicious scikit-learn model deserialization

CVE-2024-37053
8.8
EPSS 0.6%
Supply ChainCode ExecutionFrameworkModel
mlflowCWE-5026955 ATLAS
HIGHEXPLOIT AVAIL

MLflow: RCE via malicious scikit-learn model upload

CVE-2024-37052
8.8
EPSS 0.7%
Code ExecutionSupply ChainFrameworkModel
mlflowCWE-5026955 ATLAS
HIGHKEV

Ollama: path traversal enables RCE via model blob API

CVE-2024-37032
8.8
EPSS 89.6%
Code ExecutionData ExtractionInferenceFrameworkAPI
ollama1.9K4 ATLAS
HIGH

WordPress ChatBot: missing authz deletes OpenAI files

CVE-2024-0453
7.7
EPSS 0.4%
Auth BypassData ExtractionAPIPlugin
wpbotCWE-8624 ATLAS
HIGHEXPLOIT AVAIL

WordPress AI ChatBot: auth bypass enables OpenAI file upload

CVE-2024-0452
7.7
EPSS 0.4%
Auth BypassData LeakageModel PoisoningAPIPlugin
wpbotCWE-8625 ATLAS
HIGHEXPLOIT AVAILSCANNER

MLflow: URL fragment bypass leaks SSH and cloud keys

CVE-2024-3848
7.5
EPSS 43.3%
Data ExtractionAuth BypassFramework
mlflowCWE-226954 ATLAS
HIGH

SolidUI: OpenAI API key exposed via log print statement

CVE-2024-34527
7.5
EPSS 0.5%
Data LeakageData ExtractionAPIFramework
5 ATLAS
HIGHEXPLOIT AVAIL

Gradio: credential leakage via Windows path encoding bug

CVE-2024-34510
7.5
EPSS 0.7%
Data LeakageData ExtractionFrameworkInferenceAPI
gradioCWE-1167355 ATLAS
HIGH

SageMaker SDK: pickle deserialization enables RCE

CVE-2024-34072
7.8
EPSS 0.4%
Code ExecutionSupply ChainFrameworkTraining Data
4 ATLAS
HIGH

PyTorch: use-after-free in JIT mobile interpreter, RCE

CVE-2024-31583
7.8
EPSS 0.3%
Supply ChainCode ExecutionFrameworkInference
pytorch26.1K3 ATLAS
HIGHEXPLOIT AVAIL

LangChain: path traversal allows arbitrary file R/W

CVE-2024-3571
8.8
EPSS 1.9%
Code ExecutionData ExtractionFrameworkAgent
langchain3.2K6 ATLAS
HIGHEXPLOIT AVAIL

MLflow: path traversal via URI fragment reads arbitrary files

CVE-2024-1594
7.5
EPSS 0.7%
Data ExtractionData LeakageFrameworkTraining Data
mlflow6955 ATLAS
HIGHEXPLOIT AVAIL

MLflow: path traversal via ';' smuggling exposes files

CVE-2024-1593
7.5
EPSS 0.7%
Data ExtractionAuth BypassFrameworkTraining Data
mlflow6954 ATLAS
HIGHEXPLOIT AVAIL

MLflow: path traversal allows arbitrary directory deletion

CVE-2024-1560
8.1
EPSS 0.9%
Supply ChainDoSAuth BypassFrameworkTraining Data
mlflow6953 ATLAS
HIGHEXPLOIT AVAIL

MLflow: path traversal enables arbitrary file read

CVE-2024-1558
7.5
EPSS 0.9%
Data ExtractionData LeakageFramework
mlflow6955 ATLAS
HIGHEXPLOIT AVAILSCANNER

MLflow: path traversal exposes arbitrary server files

CVE-2024-1483
7.5
EPSS 2.7%
Data ExtractionAuth BypassFrameworkTraining Data
mlflow6955 ATLAS
HIGHEXPLOIT AVAILSCANNER

Gradio: path traversal leaks arbitrary files, potential RCE

CVE-2024-1728
7.5
EPSS 85.4%
Data ExtractionCode ExecutionPrivacy ViolationFrameworkAPIInference
gradio7356 ATLAS
HIGHEXPLOIT AVAIL

Gradio: CI/CD command injection enables secrets exfil

CVE-2024-1540
8.2
EPSS 2.0%
Code ExecutionSupply ChainFramework
gradio7354 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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