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
2,377

AI/ML CVEs Tracked

337

Critical

391

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 1017 results — High severity
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
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
HIGH

WordPress ChatBot: missing authz deletes OpenAI files

CVE-2024-0453
7.7
EPSS 0.4%
Auth Bypass Data Extraction API Plugin
wpbot 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
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
HIGH

SolidUI: OpenAI API key exposed via log print statement

CVE-2024-34527
7.5
EPSS 0.5%
Data Leakage Data Extraction API Framework
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
HIGH

SageMaker SDK: pickle deserialization enables RCE

CVE-2024-34072
7.8
EPSS 0.4%
Code Execution Supply Chain Framework Training Data
4 ATLAS
HIGH

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

CVE-2024-31583
7.8
EPSS 0.3%
Supply Chain Code Execution Framework Inference
pytorch 22.7K 3 ATLAS
HIGH EXPLOIT AVAIL

LangChain: path traversal allows arbitrary file R/W

CVE-2024-3571
8.8
EPSS 1.9%
Code Execution Data Extraction Framework Agent
langchain 2.7K 6 ATLAS
HIGH EXPLOIT AVAIL

MLflow: path traversal via URI fragment reads arbitrary files

CVE-2024-1594
7.5
EPSS 0.7%
Data Extraction Data Leakage Framework Training Data
mlflow 655 5 ATLAS
HIGH EXPLOIT AVAIL

MLflow: path traversal via ';' smuggling exposes files

CVE-2024-1593
7.5
EPSS 0.7%
Data Extraction Auth Bypass Framework Training Data
mlflow 655 4 ATLAS
HIGH EXPLOIT AVAIL

MLflow: path traversal allows arbitrary directory deletion

CVE-2024-1560
8.1
EPSS 0.9%
Supply Chain DoS Auth Bypass Framework Training Data
mlflow 655 3 ATLAS
HIGH EXPLOIT AVAIL

MLflow: path traversal enables arbitrary file read

CVE-2024-1558
7.5
EPSS 0.9%
Data Extraction Data Leakage Framework
mlflow 655 5 ATLAS
HIGH EXPLOIT AVAIL SCANNER

MLflow: path traversal exposes arbitrary server files

CVE-2024-1483
7.5
EPSS 2.7%
Data Extraction Auth Bypass Framework Training Data
mlflow 655 5 ATLAS
HIGH EXPLOIT AVAIL SCANNER

Gradio: path traversal leaks arbitrary files, potential RCE

CVE-2024-1728
7.5
EPSS 85.4%
Data Extraction Code Execution Privacy Violation Framework API Inference
gradio 685 6 ATLAS
HIGH EXPLOIT AVAIL

Gradio: CI/CD command injection enables secrets exfil

CVE-2024-1540
8.2
EPSS 2.0%
Code Execution Supply Chain Framework
gradio 685 4 ATLAS
HIGH EXPLOIT AVAIL

LangChain: path traversal enables RCE and API key theft

CVE-2024-28088
8.1
EPSS 1.7%
Code Execution Data Leakage Supply Chain Framework Agent API
langchain CWE-22 2.7K 6 ATLAS
HIGH EXPLOIT AVAIL

libtiff: heap overflow DoS in vLLM inference via TIFF input

CVE-2023-52356
7.5
EPSS 2.2%
DoS Inference
rhaiis/vllm-cuda-rhel9 130 3 ATLAS
HIGH EXPLOIT AVAIL SCANNER

Gradio: path traversal grants arbitrary file read

CVE-2023-51449
7.5
EPSS 2.3%
Data Extraction Privacy Violation Framework Inference
gradio 685 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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