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

Flowise: path traversal in vector store basePath

CVE-2026-56273
6.5
EPSS 0.5%
Code ExecutionFrameworkAgentRAG
flowiseCWE-222 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: blind SSRF via image-edit URL fetch

CVE-2026-34225
4.3
EPSS 0.3%
Privacy ViolationAPIPlugin
open-webuiCWE-91822 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: Stored XSS via HTML upload enables admin RCE

CVE-2025-46571
--
EPSS 0.4%
Code ExecutionSocial EngineeringData LeakageFramework
open-webuiPatch: 0.6.6CWE-7923 ATLAS
MEDIUMEXPLOIT AVAIL

onnx: crafted model triggers SIGSEGV in version_converter

CVE-2026-44512
5.5
EPSS 0.2%
DoSSupply ChainModelFramework
onnxPatch: 1.22.0CWE-4761.1K3 ATLAS
MEDIUMEXPLOIT AVAIL

Coder: CORS bypass via workspace subdomain proxy

CVE-2026-55438
5.8
EPSS 0.2%
Auth BypassData LeakageTraining DataAPI
github.com/coder/coder/v2Patch: 2.34.2CWE-3466.3K2 ATLAS
MEDIUMEXPLOIT AVAIL

vLLM: audio upload OOMs process before size check

CVE-2026-55646
6.5
EPSS 0.5%
DoSInferenceAPI
vllmPatch: 0.24.0CWE-400942 ATLAS
MEDIUMEXPLOIT AVAIL

ONNX: OOB read in shape inference parsing untrusted models

CVE-2026-14647
4.3
EPSS 0.4%
Code ExecutionDoSModelFramework
onnxCWE-1191.1K2 ATLAS
MEDIUMEXPLOIT AVAIL

PraisonAI: IDOR cross-tenant data pollution

CVE-2026-58653
4.3
EPSS 0.3%
Auth BypassAgentAPI
praisonai12 ATLAS
MEDIUMEXPLOIT AVAIL

Keras: incomplete fix reopens HDF5 arbitrary file read

CVE-2026-12480
5.5
EPSS 0.2%
Data LeakageSupply ChainPrivacy ViolationModelTraining Data
kerasPatch: 3.12.3CWE-734.1K4 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: SSRF in web retrieval hits internal services

CVE-2026-56399
5.0
EPSS 0.5%
Auth BypassCode ExecutionData LeakageRAGAPI
open-webui23 ATLAS
MEDIUMEXPLOIT AVAIL

GLib: out-of-bounds read in g_date_time_get_ymd

CVE-2026-58011
6.5
EPSS 0.5%
DoSInferenceFramework
rhaiis/vllm-cuda-rhel9942 ATLAS
MEDIUMEXPLOIT AVAIL

Pinpoint: insecure JWT cookie enables session hijacking

CVE-2026-57948
6.8
EPSS 0.2%
Auth BypassData LeakageInference
pinpoint2 ATLAS
MEDIUMEXPLOIT AVAIL

Edimax router: OS command injection via web form

CVE-2026-13581
6.3
EPSS 2.4%
Code ExecutionFramework
MEDIUMEXPLOIT AVAIL

Edimax EW-7478APC: unauth OS command injection

CVE-2026-13561
6.3
EPSS 2.4%
Code Execution
2 ATLAS
MEDIUMEXPLOIT AVAIL

Flowise: NODE_OPTIONS denylist bypass allows RCE

CVE-2026-58057
5.0
EPSS 1.6%
Code ExecutionAgentPlugin
flowiseCWE-1783 ATLAS
MEDIUMEXPLOIT AVAIL

Mattermost: OpenAI API key leaks into logs on auth errors

CVE-2026-9699
6.8
EPSS 0.5%
Data LeakagePluginAPI
3 ATLAS
MEDIUMEXPLOIT AVAIL

wolfSSL: TLS session resumption skips SNI/ALPN check

CVE-2026-11703
--
EPSS 0.4%
Auth BypassAPIInference
1 ATLAS
MEDIUMEXPLOIT AVAIL

LibreChat: SSRF via custom API baseURL exposes internal network

CVE-2026-54033
6.5
EPSS 0.4%
Data ExtractionData LeakageAPIAgent
CWE-9185 ATLAS
MEDIUMEXPLOIT AVAIL

Flowise: SQL injection exposes AI credential store

CVE-2025-71332
6.5
EPSS 0.5%
Data ExtractionCode ExecutionAgentFramework
FlowiseCWE-894 ATLAS
MEDIUMEXPLOIT AVAIL

Gogs: XSS via data URI in ipynb sanitizer endpoint

CVE-2026-52816
--
EPSS 0.7%
Code ExecutionData LeakageAuth BypassAPI
gogs.io/gogsPatch: 0.14.3CWE-791.9K5 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.

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