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
3,590

AI/ML CVEs Tracked

481

Critical

95

New This Week

24

In CISA KEV

Sort: Date CVSS EPSS KEV first Most exploited
Filter: All Critical High Medium KEV only Active exploitation Has patch No patch

Latest AI Security Threats

Showing 20 of 472 results — Medium severity, Active exploitation
MEDIUM EXPLOIT AVAIL

open-webui: path traversal exposes sibling dirs

CVE-2026-54014
4.3
EPSS 0.4%
Data Extraction Inference
open-webui Patch: 0.9.6 CWE-22 3 3 ATLAS
MEDIUM EXPLOIT AVAIL

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

CVE-2026-54009
6.5
EPSS 0.4%
Auth Bypass Data Extraction Privacy Violation API Framework
open-webui Patch: 0.9.6 CWE-639 3 4 ATLAS
MEDIUM EXPLOIT AVAIL

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

CVE-2026-54006
4.3
EPSS 0.3%
Auth Bypass Social Engineering Privacy Violation Framework
open-webui Patch: 0.9.6 CWE-639 3 5 ATLAS
MEDIUM EXPLOIT AVAIL SCANNER

vLLM: heap address leak enables ASLR bypass

CVE-2026-54236
5.3
EPSS 0.9%
Data Leakage Code Execution Inference API
vllm Patch: 0.24.0 CWE-532 92 3 ATLAS
MEDIUM EXPLOIT AVAIL

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

CVE-2026-47748
5.5
EPSS 0.2%
Supply Chain DoS Model Inference
CWE-125 3 ATLAS
MEDIUM EXPLOIT AVAIL

Langflow: unauth file read via Shareable Playground

CVE-2026-48520
6.1
EPSS 0.4%
Data Extraction Data Leakage Auth Bypass Framework Agent
langflow Patch: 1.10.0 CWE-73 5 ATLAS
MEDIUM EXPLOIT AVAIL

Langflow: path traversal enables arbitrary file write

CVE-2026-42867
6.5
EPSS 0.5%
Code Execution Data Leakage Supply Chain Framework RAG
langflow Patch: 1.9.0 CWE-22 3 ATLAS
MEDIUM EXPLOIT AVAIL

Budibase: SSRF via VectorDB host exposes cloud metadata

CVE-2026-48148
--
EPSS 0.2%
Data Extraction Auth Bypass RAG Framework
@budibase/server Patch: 3.35.3 CWE-918 388 5 ATLAS
MEDIUM EXPLOIT AVAIL

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

CVE-2026-46642
6.1
EPSS 0.2%
Code Execution Data Extraction Framework
CWE-79 4 ATLAS
MEDIUM EXPLOIT AVAIL

mcp-server-kubernetes: flag injection steals K8s tokens

CVE-2026-47250
6.1
EPSS 0.3%
Prompt Injection Auth Bypass Data Extraction Agent Plugin
mcp-server-kubernetes Patch: 3.7.0 CWE-88 1 6 ATLAS
MEDIUM EXPLOIT AVAIL

OpenAI Atlas: XSS enables browser history exfiltration

CVE-2026-11326
--
EPSS 0.2%
Auth Bypass Data Extraction Privacy Violation Plugin API
5 ATLAS
MEDIUM EXPLOIT AVAIL

Streamlit: weak hash enables cache integrity bypass

CVE-2026-10804
4.7
EPSS 0.1%
Supply Chain DoS Framework Inference
streamlit Patch: 1.53.1 CWE-327 3.0K 3 ATLAS
MEDIUM EXPLOIT AVAIL

MLflow: auth bypass exposes gateway secrets and keys

CVE-2026-3198
6.5
EPSS 0.2%
Auth Bypass Data Extraction Framework API
mlflow Patch: 3.11.0rc0 CWE-284 690 5 ATLAS
MEDIUM EXPLOIT AVAIL

hermes-agent: auth bypass exposes Anthropic API credentials

CVE-2026-10548
5.3
EPSS 0.1%
Auth Bypass Data Extraction Agent API
5 ATLAS
MEDIUM EXPLOIT AVAIL

PraisonAI: auth bypass allows workspace settings injection

CVE-2026-47411
6.5
EPSS 0.3%
Auth Bypass Data Extraction Agent API
praisonai-platform Patch: 0.1.4 CWE-269 1 4 ATLAS
MEDIUM EXPLOIT AVAIL

Edimax BR-6478AC: RCE via command injection in Wi-Fi handler

CVE-2026-10166
6.3
EPSS 1.1%
Code Execution Auth Bypass Inference API
4 ATLAS
MEDIUM EXPLOIT AVAIL

Edimax BR-6478AC: RCE via rootAPmac command injection

CVE-2026-10127
6.3
EPSS 1.3%
Code Execution Data Extraction Inference API
4 ATLAS
MEDIUM EXPLOIT AVAIL

praisonai-platform: IDOR exposes cross-tenant activity logs

CVE-2026-47408
6.5
EPSS 0.4%
Auth Bypass Data Extraction Privacy Violation Agent API
praisonai-platform Patch: 0.1.4 CWE-639 1 3 ATLAS
MEDIUM EXPLOIT AVAIL

PraisonAI: SSRF via @url mention exposes localhost services

CVE-2026-47395
5.5
EPSS 0.2%
Prompt Injection Data Extraction Data Leakage Agent Framework
PraisonAI Patch: 4.6.40 CWE-200 1 5 ATLAS
MEDIUM EXPLOIT AVAIL

PraisonAI: SSRF bypass via loopback alias encodings

CVE-2026-47390
5.5
EPSS 0.2%
Auth Bypass Data Extraction Agent Plugin
PraisonAI Patch: 4.6.40 CWE-918 1 4 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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