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.

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

Latest AI Security Threats

Showing 20 of 1346 results — Active exploitation, no patch
HIGHEXPLOIT AVAIL

open-webui: unauthenticated DoS disables Admin panel

CVE-2024-7036
7.5
EPSS 0.8%
DoSFrameworkAPI
open-webuiCWE-40023 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: Stored XSS via file upload, session hijack

CVE-2024-7044
6.8
EPSS 0.5%
Auth BypassData ExtractionSocial EngineeringFrameworkAPI
open-webuiCWE-7925 ATLAS
CRITICALEXPLOIT AVAIL

llama-index finchat: SQL injection enables RCE

CVE-2024-12909
10.0
EPSS 1.4%
Code ExecutionSupply ChainData ExtractionAgentFrameworkPlugin
llama-index-packs-finchatCWE-892515 ATLAS
HIGHEXPLOIT AVAIL

Open-WebUI: unauthenticated DoS via code formatter

CVE-2024-12537
7.5
EPSS 0.9%
DoSAuth BypassAPIFramework
open-webuiCWE-40023 ATLAS
HIGHEXPLOIT AVAIL

open-webui: unauthenticated DoS via login payload flood

CVE-2024-12534
7.5
EPSS 0.8%
DoSAPIFramework
open-webuiCWE-40023 ATLAS
HIGHEXPLOIT AVAIL

H2O-3: unauthenticated AST parser enables DoS + file write

CVE-2024-10572
7.5
EPSS 0.7%
DoSCode ExecutionFrameworkTraining Data
h2oCWE-94273 ATLAS
MEDIUMEXPLOIT AVAIL

MLflow: passwordless accounts enable persistent backdoor

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

MLflow: CSRF in signup allows rogue account creation

CVE-2025-1473
7.1
EPSS 0.2%
Auth BypassData ExtractionFrameworkTraining Data
mlflowCWE-3526954 ATLAS
HIGHEXPLOIT AVAIL

MLflow: GraphQL DoS disables ML tracking server

CVE-2025-0453
7.5
EPSS 11.3%
DoSFramework
mlflowCWE-4006953 ATLAS
HIGHEXPLOIT AVAIL

Ollama: DoS via malicious GGUF model file upload

CVE-2025-0317
7.5
EPSS 14.5%
DoSInferenceModel
ollamaCWE-3691.9K4 ATLAS
HIGHEXPLOIT AVAIL

Ollama: GGUF model upload causes memory exhaustion DoS

CVE-2025-0315
7.5
EPSS 0.7%
DoSInferenceModel
ollamaCWE-7701.9K3 ATLAS
HIGHEXPLOIT AVAIL

Ollama: null pointer DoS via malicious GGUF model upload

CVE-2025-0312
7.5
EPSS 0.6%
DoSInferenceModelFramework
ollamaCWE-4761.9K4 ATLAS
UNKNOWNEXPLOIT AVAIL

Gradio: DoS via oversized upload filename

CVE-2025-0187
--
EPSS 0.7%
DoSFrameworkAPI
gradio7353 ATLAS
CRITICALEXPLOIT AVAIL

BentoML: unauthenticated RCE via runner deserialization

CVE-2024-9070
9.8
EPSS 0.9%
Code ExecutionSupply ChainFrameworkInference
bentomlCWE-502233 ATLAS
HIGHEXPLOIT AVAIL

BentoML: DoS via multipart boundary exhausts server

CVE-2024-9056
7.5
EPSS 0.7%
DoSFrameworkInference
bentomlCWE-400233 ATLAS
CRITICALEXPLOIT AVAIL

vllm: RCE via unsafe pickle deserialization in RPC server

CVE-2024-9053
9.8
EPSS 1.4%
Code ExecutionSupply ChainFrameworkInference
vllmCWE-78945 ATLAS
HIGHEXPLOIT AVAIL

Gradio: DoS via malformed multipart boundary

CVE-2024-8966
7.5
EPSS 0.8%
DoSFramework
videoCWE-4007353 ATLAS
HIGHEXPLOIT AVAIL

MLflow: path traversal allows arbitrary file read via DBFS

CVE-2024-8859
7.5
EPSS 2.8%
Data ExtractionData LeakageFrameworkTraining Data
mlflowCWE-226955 ATLAS
HIGHEXPLOIT AVAIL

ollama: divide-by-zero DoS via crafted GGUF model import

CVE-2024-8063
7.5
EPSS 0.6%
DoSSupply ChainInferenceModelFramework
ollama1.9K4 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

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.

Start 14-Day Free Trial