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
4,307

AI/ML CVEs Tracked

533

Critical

95

New This Week

25

In CISA KEV

Sort:DateCVSSEPSSKEV firstMost exploited
Filter:AllCriticalHighMediumKEV onlyActive exploitationHas patchNo patch

Latest AI Security Threats

Showing 20 of 4307 results
CRITICALEXPLOIT AVAIL

LlamaIndex: SQL injection in Text-to-SQL feature

CVE-2024-23751
9.8
EPSS 0.7%
Code ExecutionData ExtractionPrompt InjectionFrameworkAgent
llamaindexCWE-895 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
HIGHEXPLOIT AVAIL

MLflow: SSTI enables RCE in ML experiment tracking

CVE-2023-6709
8.8
EPSS 0.9%
Code ExecutionSupply ChainData ExtractionFrameworkTraining Data
mlflow6955 ATLAS
MEDIUMEXPLOIT AVAILSCANNER

MLflow: reflected XSS via Content-Type header injection

CVE-2023-6568
6.1
EPSS 1.7%
Auth BypassData ExtractionFramework
mlflowCWE-796954 ATLAS
HIGHEXPLOIT AVAILSCANNER

MLflow: unauth REST API leaks sensitive ML data

CVE-2023-43472
7.5
EPSS 36.6%
Data ExtractionData LeakageAuth BypassFrameworkAPITraining Data
mlflow6955 ATLAS
CRITICALKEVSCANNER

Ray: unauthenticated RCE via job submission API

CVE-2023-48022
9.8
EPSS 83.9%
Code ExecutionAuth BypassFrameworkTraining DataInference
rayCWE-8296426 ATLAS
MEDIUM

TorchServe: ZipSlip arbitrary file write via model upload

CVE-2023-48299
5.3
EPSS 0.7%
Supply ChainCode ExecutionFrameworkInference
torchserve26.1K4 ATLAS
CRITICALEXPLOIT AVAILSCANNER

Ray: unauthenticated LFI exposes entire filesystem

CVE-2023-6020
9.3
EPSS 14.7%
Data ExtractionAuth BypassFrameworkTraining DataModel
rayPatch: 2.8.1CWE-5986425 ATLAS
CRITICALEXPLOIT AVAIL

MLflow: auth bypass allows arbitrary account creation

CVE-2023-6014
9.8
EPSS 1.2%
Auth BypassData ExtractionSupply ChainFrameworkTraining DataModel
mlflow6956 ATLAS
CRITICALEXPLOIT AVAILSCANNER

Ray: LFI allows unauthenticated file read

CVE-2023-6021
9.3
EPSS 37.1%
Data ExtractionAuth BypassFrameworkInference
rayPatch: 2.8.1CWE-226425 ATLAS
CRITICALEXPLOIT AVAIL

Ray: unauthenticated RCE via dashboard command injection

CVE-2023-6019
9.8
EPSS 74.6%
Code ExecutionAuth BypassSupply ChainFrameworkInferenceTraining Data
rayPatch: 2.8.1CWE-786426 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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