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

nl-portal documenten-api: IDOR exposes citizen documents

CVE-2026-54683
6.5
EPSS 0.4%
Auth BypassData ExtractionPrivacy ViolationAPI
nl.nl-portal:documenten-apiPatch: 3.0.3CWE-2856423 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: Yjs auth bypass exposes all user notes

CVE-2026-54022
5.3
EPSS 0.3%
Auth BypassData ExtractionPrivacy ViolationAPIFramework
open-webuiPatch: 0.8.11CWE-70625 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: RAG ACL bypass exposes private KB chunks

CVE-2026-54019
6.5
EPSS 0.4%
Auth BypassData ExtractionData LeakageRAGFramework
open-webuiPatch: 0.9.6CWE-86225 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: BOLA exposes private knowledge base files

CVE-2026-54016
4.3
EPSS 0.3%
Auth BypassData ExtractionPrivacy ViolationAgentRAGFramework
open-webuiPatch: 0.9.6CWE-86226 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: IDOR exposes private prompt history

CVE-2026-54015
6.4
EPSS 0.3%
Auth BypassData ExtractionPrivacy ViolationAPIFramework
open-webuiPatch: 0.9.6CWE-63924 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: path traversal exposes sibling dirs

CVE-2026-54014
4.3
EPSS 0.4%
Data ExtractionInference
open-webuiPatch: 0.9.6CWE-2223 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: cross-user file read via auth bypass

CVE-2026-54009
6.5
EPSS 0.4%
Auth BypassData ExtractionPrivacy ViolationAPIFramework
open-webuiPatch: 0.9.6CWE-63924 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: auth bypass allows cross-user calendar injection

CVE-2026-54006
4.3
EPSS 0.3%
Auth BypassSocial EngineeringPrivacy ViolationFramework
open-webuiPatch: 0.9.6CWE-63925 ATLAS
MEDIUMEXPLOIT AVAILSCANNER

vLLM: heap address leak enables ASLR bypass

CVE-2026-54236
5.3
EPSS 0.9%
Data LeakageCode ExecutionInferenceAPI
vllmPatch: 0.24.0CWE-532943 ATLAS
MEDIUMEXPLOIT AVAIL

stable-diffusion.cpp: OOB read crash via crafted .ckpt file

CVE-2026-47748
5.5
EPSS 0.2%
Supply ChainDoSModelInference
CWE-1253 ATLAS
MEDIUMEXPLOIT AVAIL

Langflow: unauth file read via Shareable Playground

CVE-2026-48520
6.1
EPSS 0.4%
Data ExtractionData LeakageAuth BypassFrameworkAgent
langflowPatch: 1.10.0CWE-735 ATLAS
MEDIUMEXPLOIT AVAIL

Langflow: path traversal enables arbitrary file write

CVE-2026-42867
6.5
EPSS 0.5%
Code ExecutionData LeakageSupply ChainFrameworkRAG
langflowPatch: 1.9.0CWE-223 ATLAS
MEDIUMEXPLOIT AVAIL

Budibase: SSRF via VectorDB host exposes cloud metadata

CVE-2026-48148
--
EPSS 0.2%
Data ExtractionAuth BypassRAGFramework
@budibase/serverPatch: 3.35.3CWE-9184295 ATLAS
MEDIUMEXPLOIT AVAIL

draw.io: stored XSS executes JS via crafted diagram file

CVE-2026-46642
6.1
EPSS 0.2%
Code ExecutionData ExtractionFramework
CWE-794 ATLAS
MEDIUMEXPLOIT AVAIL

mcp-server-kubernetes: flag injection steals K8s tokens

CVE-2026-47250
6.1
EPSS 0.4%
Prompt InjectionAuth BypassData ExtractionAgentPlugin
mcp-server-kubernetesPatch: 3.7.0CWE-8816 ATLAS
MEDIUMEXPLOIT AVAIL

OpenAI Atlas: XSS enables browser history exfiltration

CVE-2026-11326
--
EPSS 0.2%
Auth BypassData ExtractionPrivacy ViolationPluginAPI
5 ATLAS
MEDIUMEXPLOIT AVAIL

Streamlit: weak hash enables cache integrity bypass

CVE-2026-10804
4.7
EPSS 0.1%
Supply ChainDoSFrameworkInference
streamlitPatch: 1.53.1CWE-3273.1K3 ATLAS
MEDIUMEXPLOIT AVAIL

MLflow: auth bypass exposes gateway secrets and keys

CVE-2026-3198
6.5
EPSS 0.2%
Auth BypassData ExtractionFrameworkAPI
mlflowPatch: 3.11.0rc0CWE-2846955 ATLAS
MEDIUMEXPLOIT AVAIL

hermes-agent: auth bypass exposes Anthropic API credentials

CVE-2026-10548
5.3
EPSS 0.1%
Auth BypassData ExtractionAgentAPI
5 ATLAS
MEDIUMEXPLOIT AVAIL

PraisonAI: auth bypass allows workspace settings injection

CVE-2026-47411
6.5
EPSS 0.3%
Auth BypassData ExtractionAgentAPI
praisonai-platformPatch: 0.1.4CWE-26914 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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