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
2,385

AI/ML CVEs Tracked

340

Critical

390

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 1559 results — no patch
CRITICAL EXPLOIT AVAIL

MLflow: XSS in recipes enables client-side RCE

CVE-2024-27132
9.6
EPSS 0.9%
Code Execution Supply Chain Data Extraction Framework Training Data
mlflow 655 5 ATLAS
MEDIUM

Intel TF Opt: buffer overflow enables local privesc

CVE-2023-30767
6.7
EPSS 0.2%
Code Execution Supply Chain Framework Training Data
optimization_for_tensorflow CWE-119 3.7K 3 ATLAS
CRITICAL EXPLOIT AVAIL

Gradio: unauthenticated LFI exposes full server filesystem

CVE-2024-0964
9.4
EPSS 1.0%
Data Extraction Data Leakage Auth Bypass Framework Inference API
gradio CWE-22 685 5 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
CRITICAL EXPLOIT AVAIL

LlamaIndex: SQL injection in Text-to-SQL feature

CVE-2024-23751
9.8
EPSS 0.7%
Code Execution Data Extraction Prompt Injection Framework Agent
llamaindex CWE-89 5 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
HIGH EXPLOIT AVAIL

Transformers: unsafe deserialization enables RCE on load

CVE-2023-7018
7.8
EPSS 0.7%
Supply Chain Code Execution Framework Model
transformers 8.3K 5 ATLAS
HIGH EXPLOIT AVAIL

HuggingFace Transformers: RCE via unsafe deserialization

CVE-2023-6730
8.8
EPSS 0.9%
Supply Chain Code Execution Framework Model
transformers CWE-502 8.3K 5 ATLAS
HIGH EXPLOIT AVAIL SCANNER

MLflow: path traversal exposes arbitrary files (no auth)

CVE-2023-6909
7.5
EPSS 89.7%
Data Extraction Framework
mlflow 655 4 ATLAS
HIGH EXPLOIT AVAIL SCANNER

MLflow: path traversal allows arbitrary file write

CVE-2023-6831
8.1
EPSS 3.3%
Supply Chain Code Execution Framework Training Data
mlflow CWE-22 655 4 ATLAS
HIGH EXPLOIT AVAIL

Gradio: command injection enables RCE on ML servers

CVE-2023-6572
8.1
EPSS 1.7%
Code Execution Data Extraction Supply Chain Framework Inference API
gradio 685 5 ATLAS
HIGH EXPLOIT AVAIL

MLflow: path traversal exposes arbitrary file read/write

CVE-2023-6753
8.8
EPSS 1.1%
Data Extraction Code Execution Supply Chain Framework Training Data Model
mlflow 655 5 ATLAS
HIGH EXPLOIT AVAIL

MLflow: SSTI enables RCE in ML experiment tracking

CVE-2023-6709
8.8
EPSS 0.9%
Code Execution Supply Chain Data Extraction Framework Training Data
mlflow 655 5 ATLAS
MEDIUM EXPLOIT AVAIL SCANNER

MLflow: reflected XSS via Content-Type header injection

CVE-2023-6568
6.1
EPSS 1.6%
Auth Bypass Data Extraction Framework
mlflow CWE-79 655 4 ATLAS
HIGH EXPLOIT AVAIL SCANNER

MLflow: unauth REST API leaks sensitive ML data

CVE-2023-43472
7.5
EPSS 36.6%
Data Extraction Data Leakage Auth Bypass Framework API Training Data
mlflow 655 5 ATLAS
CRITICAL KEV SCANNER

Ray: unauthenticated RCE via job submission API

CVE-2023-48022
9.8
EPSS 81.5%
Code Execution Auth Bypass Framework Training Data Inference
ray CWE-829 873 6 ATLAS
MEDIUM

TorchServe: ZipSlip arbitrary file write via model upload

CVE-2023-48299
5.3
EPSS 0.7%
Supply Chain Code Execution Framework Inference
torchserve 22.7K 4 ATLAS
CRITICAL EXPLOIT AVAIL

MLflow: auth bypass allows arbitrary account creation

CVE-2023-6014
9.8
EPSS 1.2%
Auth Bypass Data Extraction Supply Chain Framework Training Data Model
mlflow 655 6 ATLAS
CRITICAL EXPLOIT AVAIL SCANNER

MLflow: unauth file overwrite enables model poisoning

CVE-2023-6018
9.8
EPSS 47.9%
Code Execution Model Poisoning Supply Chain Framework Model Training Data
mlflow 655 5 ATLAS
HIGH EXPLOIT AVAIL

MLflow: unauthenticated arbitrary file write via PUT

CVE-2023-6015
7.5
EPSS 4.4%
Supply Chain Code Execution Model Poisoning Framework Model Training Data
mlflow 655 6 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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