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 565 results — Medium severity, Active exploitation
MEDIUMEXPLOIT AVAIL

MLflow: passwordless accounts enable persistent backdoor

CVE-2025-1474
5.5
EPSS 0.4%
Auth BypassSupply ChainModel PoisoningFrameworkTraining DataModel
mlflowCWE-5216955 ATLAS
MEDIUMEXPLOIT AVAIL

Gradio: open redirect exposes AI demo users to phishing

CVE-2024-8021
6.1
EPSS 0.8%
Social EngineeringAuth BypassFrameworkAPI
gradioCWE-6017354 ATLAS
MEDIUMEXPLOIT AVAIL

MLflow: unconstrained input causes UI denial of service

CVE-2024-6838
5.3
EPSS 0.7%
DoSFramework
mlflowCWE-4006953 ATLAS
MEDIUMEXPLOIT AVAIL

TorchServe: unverified S3 bucket exposes benchmark data

CVE-2024-6577
6.3
EPSS 0.4%
Supply ChainData LeakageData ExtractionFrameworkInference
torchserve26.1K3 ATLAS
MEDIUMEXPLOIT AVAIL

Gradio: NTFS ADS bypass exposes blocked file paths

CVE-2024-12217
5.3
EPSS 0.7%
Data ExtractionData LeakageAuth BypassFrameworkAPI
gradioCWE-227353 ATLAS
MEDIUMEXPLOIT AVAIL

langchain-core: file read via prompt template inputs

CVE-2024-10940
5.3
EPSS 0.4%
Data ExtractionData LeakagePrivacy ViolationFrameworkAgent
langchain-corePatch: 0.1.53CWE-4976.3K4 ATLAS
MEDIUMEXPLOIT AVAIL

vLLM: DoS via unbounded grammar cache exhausts disk

CVE-2025-29770
6.5
EPSS 0.5%
DoSInferenceFrameworkAPI
vllmCWE-770944 ATLAS
MEDIUMEXPLOIT AVAIL

picklescan: ZIP spoof lets malicious PyTorch models bypass scan

CVE-2025-1944
6.5
EPSS 0.3%
Supply ChainCode ExecutionFrameworkModel
picklescanPatch: 0.0.23CWE-34535 ATLAS
MEDIUMEXPLOIT AVAIL

picklescan: scanner bypass enables supply chain RCE

CVE-2025-1716
--
EPSS 1.7%
Supply ChainCode ExecutionModelFramework
picklescanPatch: 0.0.22CWE-18435 ATLAS
MEDIUMEXPLOIT AVAIL

picklescan: extension bypass enables RCE on model load

CVE-2025-1889
--
EPSS 0.4%
Supply ChainCode ExecutionModelFramework
picklescanPatch: 0.0.22CWE-64635 ATLAS
MEDIUMEXPLOIT AVAILSCANNER

Label Studio: reflected XSS via label_config param

CVE-2025-25296
6.1
EPSS 1.9%
Code ExecutionData ExtractionTraining DataFramework
label-studioPatch: 1.16.0CWE-7924 ATLAS
MEDIUMEXPLOIT AVAIL

serialize-javascript: XSS via regex in AI/ML dashboards

CVE-2024-11831
5.4
EPSS 1.1%
Supply ChainCode ExecutionData ExtractionFrameworkPlugin
odh-kf-notebook-controller-rhel83.0K4 ATLAS
MEDIUMEXPLOIT AVAIL

Composio: command injection in AI agent tool calls

CVE-2024-53526
6.4
EPSS 0.6%
Code ExecutionSupply ChainFrameworkAgentAPI
composio-openaiPatch: 0.6.9CWE-7715.6K5 ATLAS
MEDIUMEXPLOIT AVAIL

Keras: path traversal enables arbitrary file write

CVE-2024-55459
6.5
EPSS 0.2%
Supply ChainCode ExecutionFrameworkTraining Data
kerasCWE-224.1K4 ATLAS
MEDIUMEXPLOIT AVAIL

WP Text Prompter: Stored XSS in OpenAI shortcode plugin

CVE-2024-11896
6.4
EPSS 0.3%
Code ExecutionData ExtractionPluginAPI
4 ATLAS
MEDIUMEXPLOIT AVAIL

Gradio: path traversal exposes arbitrary server files

CVE-2024-51751
6.5
EPSS 0.7%
Data ExtractionData LeakageFramework
gradioCWE-227353 ATLAS
MEDIUMEXPLOIT AVAIL

Gradio: SSRF in DownloadButton exposes internal resources

CVE-2024-48052
6.5
EPSS 0.5%
Data ExtractionPrivacy ViolationFrameworkInference
gradioCWE-9187354 ATLAS
MEDIUMEXPLOIT AVAIL

Lollms: SVG upload XSS enables session hijack and RCE

CVE-2024-6581
6.5
EPSS 0.7%
Code ExecutionData LeakageSocial EngineeringFrameworkAPI
lollmsCWE-794 ATLAS
MEDIUMEXPLOIT AVAIL

lollms: path traversal allows arbitrary directory read

CVE-2024-6985
4.4
EPSS 0.4%
Data ExtractionAuth BypassFrameworkAgent
lollmsCWE-234 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: path traversal → arbitrary file write/RCE

CVE-2024-7037
6.5
EPSS 1.1%
Code ExecutionSupply ChainFrameworkPlugin
open-webuiCWE-2224 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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