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
3,018

AI/ML CVEs Tracked

424

Critical

113

New This Week

19

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 372 results — Active exploitation, has patch
HIGH EXPLOIT AVAIL

Open WebUI: Stored XSS via Mermaid loose mode in preview

CVE-2026-54011
8.7
EPSS 0.2%
Code Execution Data Extraction Auth Bypass Framework Plugin
open-webui Patch: 0.9.6 CWE-79 4 5 ATLAS
HIGH EXPLOIT AVAIL

Open WebUI: IDOR allows cross-user file read and delete

CVE-2026-54010
8.3
EPSS 0.3%
Auth Bypass Data Extraction Privacy Violation Framework API
open-webui Patch: 0.9.6 CWE-284 4 4 ATLAS
MEDIUM EXPLOIT AVAIL

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

CVE-2026-54009
6.5
EPSS 0.3%
Auth Bypass Data Extraction Privacy Violation API Framework
open-webui Patch: 0.9.6 CWE-639 4 4 ATLAS
HIGH EXPLOIT AVAIL

open-webui: SSRF via OAuth picture redirect bypass

CVE-2026-54008
8.5
EPSS 0.2%
Data Extraction Privacy Violation API Inference
open-webui Patch: 0.9.6 CWE-918 4 4 ATLAS
HIGH EXPLOIT AVAIL

open-webui: cross-origin postMessage forces model execution

CVE-2026-54007
--
EPSS 0.2%
Prompt Injection Auth Bypass Code Execution API Agent
open-webui Patch: 0.9.6 CWE-346 4 5 ATLAS
MEDIUM EXPLOIT AVAIL

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

CVE-2026-54006
4.3
EPSS 0.2%
Auth Bypass Social Engineering Privacy Violation Framework
open-webui Patch: 0.9.6 CWE-639 4 5 ATLAS
MEDIUM EXPLOIT AVAIL SCANNER

vLLM: heap address leak enables ASLR bypass

CVE-2026-54236
5.3
EPSS 0.8%
Data Leakage Code Execution Inference API
vllm Patch: 0.24.0 CWE-532 130 3 ATLAS
CRITICAL EXPLOIT AVAIL

vllm: auth bypass exposes OpenAI inference API

CVE-2026-48746
9.1
EPSS 1.2%
Auth Bypass DoS Data Extraction Inference API
vllm Patch: 0.22.0 CWE-444 130 6 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
CRITICAL EXPLOIT AVAIL

Langflow: unauthenticated RCE via Shareable Playground

CVE-2026-48519
9.6
EPSS 0.8%
Code Execution Auth Bypass Framework Agent
langflow Patch: 1.9.2 CWE-94 5 ATLAS
MEDIUM EXPLOIT AVAIL

Langflow: path traversal enables arbitrary file write

CVE-2026-42867
6.5
EPSS 0.3%
Code Execution Data Leakage Supply Chain Framework RAG
langflow Patch: 1.9.0 CWE-22 3 ATLAS
HIGH EXPLOIT AVAIL

Langflow: IDOR exposes cross-user LLM data and deletion

CVE-2026-33760
8.8
EPSS 0.4%
Auth Bypass Data Extraction Privacy Violation Framework Agent
langflow Patch: 1.9.0 CWE-639 4 ATLAS
HIGH EXPLOIT AVAIL

NLTK: path traversal leaks arbitrary local files

CVE-2026-54293
7.5
EPSS 0.6%
Data Extraction Privacy Violation Framework
nltk Patch: 3.10.0 CWE-22 3.0K 5 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-918 323 5 ATLAS
HIGH EXPLOIT AVAIL

Budibase: SSRF in OAuth2 exposes cloud credentials

CVE-2026-48146
7.7
EPSS 0.2%
Data Extraction Auth Bypass Agent Plugin
@budibase/server Patch: 3.39.0 CWE-918 16 5 ATLAS
HIGH EXPLOIT AVAIL

Keras: path traversal allows arbitrary file write

CVE-2026-11816
8.1
EPSS 0.6%
Supply Chain Code Execution Framework Training Data
keras Patch: 3.14.0 CWE-22 1.5K 4 ATLAS
HIGH EXPLOIT AVAIL

praisonai-platform: IDOR enables cross-workspace agent read/write/delete

CVE-2026-47419
8.3
EPSS 0.3%
Auth Bypass Data Extraction Data Leakage Agent API
praisonai-platform Patch: 0.1.4 CWE-639 1 5 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

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
LOW EXPLOIT AVAIL

MLflow: weak dataset hash allows integrity bypass

CVE-2026-10803
3.6
EPSS 0.1%
Supply Chain Model Poisoning Framework Training Data
mlflow Patch: 3.10.1 CWE-327 674 3 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?

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