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 943 results — High severity, Active exploitation
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
HIGHEXPLOIT AVAIL

LangChain: path traversal enables RCE and API key theft

CVE-2024-28088
8.1
EPSS 1.7%
Code ExecutionData LeakageSupply ChainFrameworkAgentAPI
langchainCWE-223.2K6 ATLAS
HIGHEXPLOIT AVAIL

libtiff: heap overflow DoS in vLLM inference via TIFF input

CVE-2023-52356
7.5
EPSS 2.5%
DoSInference
rhaiis/vllm-cuda-rhel9943 ATLAS
HIGHEXPLOIT AVAIL

libtiff: OOM DoS in vLLM inference container images

CVE-2023-52355
7.5
EPSS 1.8%
DoSInference
rhaiis/vllm-cuda-rhel9942 ATLAS
HIGHEXPLOIT AVAIL

Nginx-UI: command injection via settings API

CVE-2024-22198
7.1
EPSS 4.1%
Auth BypassCode ExecutionAPI
github.com/0xJacky/Nginx-UIPatch: 1.9.10-0.20231219184941-827e76c46e63CWE-771.8K3 ATLAS
HIGHEXPLOIT AVAIL

Nginx-UI: authenticated command injection to RCE

CVE-2024-22197
7.7
EPSS 1.5%
Code ExecutionAuth BypassAPI
github.com/0xJacky/Nginx-UIPatch: 1.9.10-0.20231219184941-827e76c46e63CWE-771.8K3 ATLAS
HIGHEXPLOIT AVAIL

TP-Link Tapo: hardcoded creds bypass login auth

CVE-2023-27098
7.5
EPSS 0.4%
Auth BypassAPI
HIGHEXPLOIT AVAILSCANNER

Gradio: path traversal grants arbitrary file read

CVE-2023-51449
7.5
EPSS 28.3%
Data ExtractionPrivacy ViolationFrameworkInference
gradio7355 ATLAS
HIGHEXPLOIT AVAIL

Transformers: unsafe deserialization enables RCE on load

CVE-2023-7018
7.8
EPSS 0.7%
Supply ChainCode ExecutionFrameworkModel
transformers9.8K5 ATLAS
HIGHEXPLOIT AVAIL

HuggingFace Transformers: RCE via unsafe deserialization

CVE-2023-6730
8.8
EPSS 0.9%
Supply ChainCode ExecutionFrameworkModel
transformersCWE-5029.8K5 ATLAS
HIGHEXPLOIT AVAILSCANNER

MLflow: path traversal exposes arbitrary files (no auth)

CVE-2023-6909
7.5
EPSS 89.7%
Data ExtractionFramework
mlflow6954 ATLAS
HIGHEXPLOIT AVAILSCANNER

MLflow: path traversal allows arbitrary file write

CVE-2023-6831
8.1
EPSS 3.3%
Supply ChainCode ExecutionFrameworkTraining Data
mlflowCWE-226954 ATLAS
HIGHEXPLOIT AVAIL

Gradio: command injection enables RCE on ML servers

CVE-2023-6572
8.1
EPSS 1.7%
Code ExecutionData ExtractionSupply ChainFrameworkInferenceAPI
gradio7355 ATLAS
HIGHEXPLOIT AVAIL

MLflow: path traversal exposes arbitrary file read/write

CVE-2023-6753
8.8
EPSS 1.1%
Data ExtractionCode ExecutionSupply ChainFrameworkTraining DataModel
mlflow6955 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?

Get ATLAS technique mappings, compliance reports (ISO 42001, EU AI Act), breaking alerts, and full CISO analysis with a Pro subscription.

Start 14-Day Free Trial