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

337

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 2385 results

UNKNOWN KEV SCANNER

Gradio: path traversal enables arbitrary file read

CVE-2024-1561

Data Extraction Data Leakage Framework API

gradio 685 5 ATLAS

HIGH EXPLOIT AVAIL

MLflow: path traversal allows arbitrary directory deletion

CVE-2024-1560

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

Data Extraction Data Leakage Framework

mlflow 655 5 ATLAS

HIGH EXPLOIT AVAIL SCANNER

MLflow: path traversal exposes arbitrary server files

CVE-2024-1483

Data Extraction Auth Bypass Framework Training Data

mlflow 655 5 ATLAS

UNKNOWN EXPLOIT AVAIL SCANNER

Gradio: SSRF enables internal network port scanning

CVE-2024-1183

Data Extraction Privacy Violation Framework Inference

gradio 685 3 ATLAS

stable-diffusion-webui: path traversal file write

CVE-2024-31462

Code Execution Framework Inference

CRITICAL EXPLOIT AVAIL

HuggingFace Transformers: RCE via pickle deserialization

CVE-2024-3568

Code Execution Supply Chain Framework Model

transformers 8.3K 5 ATLAS

HIGH EXPLOIT AVAIL SCANNER

Gradio: path traversal leaks arbitrary files, potential RCE

CVE-2024-1728

Data Extraction Code Execution Privacy Violation Framework API Inference

gradio 685 6 ATLAS

MEDIUM EXPLOIT AVAIL

Ollama: DNS rebinding exposes LLM API to remote access

CVE-2024-28224

Auth Bypass DoS Data Extraction Inference API Model

ollama 1.6K 4 ATLAS

CRITICAL EXPLOIT AVAIL

gpt_academic: deserialization RCE, no auth required

CVE-2024-31224

Code Execution Data Extraction Framework API

gpt_academic 5 ATLAS

UNKNOWN EXPLOIT AVAIL

Gradio: timing attack enables auth bypass on ML UIs

CVE-2024-1729

Auth Bypass Framework Inference

gradio 685 4 ATLAS

HIGH EXPLOIT AVAIL

Gradio: CI/CD command injection enables secrets exfil

CVE-2024-1540

Code Execution Supply Chain Framework

gradio 685 4 ATLAS

MEDIUM EXPLOIT AVAIL

Gradio: SSRF exposes internal HuggingFace endpoints

CVE-2024-2206

Data Extraction Auth Bypass Framework Inference API

gradio 685 4 ATLAS

MEDIUM EXPLOIT AVAIL

LangChain: Billion Laughs XML expansion causes DoS

CVE-2024-1455

langchain 2.7K 4 ATLAS

UNKNOWN EXPLOIT AVAIL

Gradio: CSRF enables disk exhaustion via file upload DoS

CVE-2024-1727

DoS Auth Bypass Framework

gradio 685 3 ATLAS

HIGH EXPLOIT AVAIL

LangChain: path traversal enables RCE and API key theft

CVE-2024-28088

Code Execution Data Leakage Supply Chain Framework Agent API

langchain CWE-22 2.7K 6 ATLAS

CRITICAL EXPLOIT AVAIL

LangChain TFIDFRetriever: SSRF/RCE via load_local

CVE-2024-2057

Code Execution Data Extraction Framework RAG

langchain 2.7K 5 ATLAS

CRITICAL EXPLOIT AVAIL

LangChain Experimental: RCE via Python sandbox escape

CVE-2024-27444

Code Execution Supply Chain Framework Agent

langchain-experimental 2.7K 4 ATLAS

CRITICAL EXPLOIT AVAIL

MLflow: XSS in recipe runner enables Jupyter RCE

CVE-2024-27133

Code Execution Supply Chain Framework

mlflow 655 5 ATLAS

CRITICAL EXPLOIT AVAIL

MLflow: XSS in recipes enables client-side RCE

CVE-2024-27132

Code Execution Supply Chain Data Extraction Framework Training Data

mlflow 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.

Need deeper analysis?

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

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