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

96

New This Week

25

In CISA KEV

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

Latest AI Security Threats

Showing 20 of 983 results — Medium severity, no patch
MEDIUMEXPLOIT AVAILSCANNER

Gradio: open redirect enables phishing against ML users

CVE-2024-4940
6.1
EPSS 1.0%
Social EngineeringPrivacy ViolationFrameworkInference
gradio7355 ATLAS
MEDIUMEXPLOIT AVAIL

scikit-learn: TfidfVectorizer leaks training data tokens

CVE-2024-5206
4.7
EPSS 0.2%
Data LeakageData ExtractionPrivacy ViolationFrameworkTraining Data
scikit-learnCWE-92232.7K5 ATLAS
MEDIUMEXPLOIT AVAIL

MLflow: URL encoding bypass enables model poisoning

CVE-2024-3099
5.4
EPSS 0.4%
Model PoisoningDoSFrameworkModel
mlflow6955 ATLAS
MEDIUMEXPLOIT AVAIL

WP Testimonial Carousel: OpenAI API key hijack, no auth

CVE-2024-4858
5.3
EPSS 0.4%
Auth BypassDoSAPIPlugin
CWE-8624 ATLAS
MEDIUMEXPLOIT AVAIL

wpbot: missing auth exposes OpenAI account files

CVE-2024-0451
5.0
EPSS 0.4%
Data ExtractionAuth BypassAPIPlugin
wpbotCWE-8625 ATLAS
MEDIUMEXPLOIT AVAIL

MLflow: broken access control allows artifact deletion

CVE-2024-4263
5.4
EPSS 0.3%
Auth BypassFrameworkTraining Data
mlflow6953 ATLAS
MEDIUMEXPLOIT AVAIL

Quarkus RESTEasy: DoS via late-stage auth checks

CVE-2024-1726
5.3
EPSS 0.7%
DoSAPI
3 ATLAS
MEDIUM

Quarkus: JAX-RS authorization not enforced on methods

CVE-2023-5675
6.5
EPSS 0.5%
Auth BypassData LeakageAPIFramework
2 ATLAS
MEDIUM

PyTorch: OOB read in mobile model loader leaks memory

CVE-2024-31584
5.5
EPSS 0.4%
Supply ChainData ExtractionFrameworkModel
pytorch26.1K5 ATLAS
MEDIUMEXPLOIT AVAIL

PyTorch: heap buffer overflow causes local DoS

CVE-2024-31580
4.0
EPSS 0.2%
DoSFramework
pytorch26.1K3 ATLAS
MEDIUM

stable-diffusion-webui: path traversal file write

CVE-2024-31462
6.3
EPSS 0.7%
Code ExecutionFrameworkInference
3 ATLAS
MEDIUMEXPLOIT AVAIL

Ollama: DNS rebinding exposes LLM API to remote access

CVE-2024-28224
6.6
EPSS 0.4%
Auth BypassDoSData ExtractionInferenceAPIModel
ollama1.9K4 ATLAS
MEDIUMEXPLOIT AVAIL

Vert.x: memory leak in HTTP client enables DoS

CVE-2024-1023
6.5
EPSS 1.7%
MEDIUMEXPLOIT AVAIL

Gradio: SSRF exposes internal HuggingFace endpoints

CVE-2024-2206
6.5
EPSS 0.4%
Data ExtractionAuth BypassFrameworkInferenceAPI
gradio7354 ATLAS
MEDIUMEXPLOIT AVAIL

LangChain: Billion Laughs XML expansion causes DoS

CVE-2024-1455
5.9
EPSS 0.8%
DoSFramework
langchain3.2K4 ATLAS
MEDIUM

Intel TF Opt: buffer overflow enables local privesc

CVE-2023-30767
6.7
EPSS 0.2%
Code ExecutionSupply ChainFrameworkTraining Data
optimization_for_tensorflowCWE-1193.4K3 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
MEDIUM

TorchServe: ZipSlip arbitrary file write via model upload

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

Gradio: arbitrary file upload via /upload endpoint

CVE-2023-41626
4.8
EPSS 0.4%
Code ExecutionData ExtractionSupply ChainFrameworkInference
gradioCWE-4347354 ATLAS
MEDIUM

Azure HDInsight: Jupyter Notebook XSS enables spoofing

CVE-2023-35394
4.6
EPSS 1.0%
Social EngineeringData LeakageFramework

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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