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
2,377

AI/ML CVEs Tracked

337

Critical

392

New This Week

18

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 251 results — Active exploitation, has patch
MEDIUM EXPLOIT AVAIL

ray: Missing Auth allows unauthenticated access

CVE-2026-27482
5.9
EPSS 0.3%
Auth Bypass DoS Framework Inference
ray Patch: 2.54.0 CWE-306 873 4 ATLAS
HIGH EXPLOIT AVAIL

pydantic-ai: SSRF allows internal network access

CVE-2026-25580
8.6
EPSS 0.5%
Data Extraction Auth Bypass Framework Agent API
pydantic-ai-slim Patch: 1.56.0 CWE-918 393 6 ATLAS
CRITICAL EXPLOIT AVAIL

langroid: Code Injection enables RCE

CVE-2026-25481
--
EPSS 0.6%
Code Execution Prompt Injection Auth Bypass Agent Framework Plugin
langroid Patch: 0.59.32 CWE-94 4 6 ATLAS
MEDIUM EXPLOIT AVAIL

llama-index-core: DoS causes service disruption

CVE-2025-6208
5.3
EPSS 0.4%
DoS Framework RAG
llama-index-core Patch: 0.12.41 CWE-400 1.2K 4 ATLAS
HIGH EXPLOIT AVAIL

lollms: Access Control bypass enables privilege escalation

CVE-2026-1117
8.2
EPSS 0.4%
Auth Bypass DoS API Inference Framework
lollms Patch: 2.1.0 CWE-284 4 ATLAS
HIGH EXPLOIT AVAIL

text-generation: DoS causes service disruption

CVE-2026-0599
7.5
EPSS 0.6%
DoS Inference Framework API
text-generation Patch: 3.3.7 CWE-400 5 ATLAS
HIGH EXPLOIT AVAIL

mlflow: security flaw enables exploitation

CVE-2025-10279
7.0
EPSS 0.2%
Code Execution Supply Chain Framework Training Data
mlflow Patch: 3.4.0rc0 CWE-379 655 4 ATLAS
HIGH EXPLOIT AVAIL

chainlit: SSRF allows internal network access

CVE-2026-22219
7.7
EPSS 4.4%
Data Extraction Privacy Violation Framework API
chainlit Patch: 2.9.4 CWE-918 40 5 ATLAS
HIGH EXPLOIT AVAIL

fickling: Deserialization enables RCE

CVE-2026-22612
--
EPSS 0.3%
Supply Chain Code Execution Auth Bypass Framework Model Training Data
fickling Patch: 0.1.7 CWE-502 58 5 ATLAS
HIGH EXPLOIT AVAIL

fickling: Allowlist Bypass evades input filtering

CVE-2026-22609
--
EPSS 0.6%
Code Execution Supply Chain Auth Bypass Framework Model
fickling Patch: 0.1.7 CWE-184 58 5 ATLAS
HIGH EXPLOIT AVAIL

fickling: Allowlist Bypass evades input filtering

CVE-2026-22608
--
EPSS 0.3%
Supply Chain Code Execution Auth Bypass Framework Model
fickling Patch: 0.1.7 CWE-184 58 5 ATLAS
HIGH EXPLOIT AVAIL

fickling: Allowlist Bypass evades input filtering

CVE-2026-22607
--
EPSS 0.4%
Code Execution Supply Chain Auth Bypass Framework Model Inference
fickling Patch: 0.1.7 CWE-184 58 6 ATLAS
HIGH EXPLOIT AVAIL

fickling: Allowlist Bypass evades input filtering

CVE-2026-22606
--
EPSS 0.4%
Supply Chain Code Execution Framework Model
fickling Patch: 0.1.7 CWE-184 58 5 ATLAS
MEDIUM EXPLOIT AVAIL

monai: Path Traversal enables file access

CVE-2026-21851
5.3
EPSS 0.3%
Supply Chain Code Execution Framework
monai Patch: 1.5.2 CWE-22 110 4 ATLAS
HIGH EXPLOIT AVAIL

lmdeploy: Deserialization enables RCE

CVE-2025-67729
8.8
EPSS 0.5%
Supply Chain Code Execution Framework Model Inference
lmdeploy Patch: 0.11.1 CWE-502 1 6 ATLAS
MEDIUM EXPLOIT AVAIL

local-deep-research: SSRF allows internal network access

CVE-2025-67743
6.3
EPSS 0.3%
Data Extraction Auth Bypass Framework API
local-deep-research Patch: 1.3.9 CWE-918 4 ATLAS
HIGH EXPLOIT AVAIL

fickling: Code Injection enables RCE

CVE-2025-67748
--
EPSS 0.2%
Supply Chain Code Execution Framework Model
fickling Patch: 0.1.6 CWE-94 58 5 ATLAS
HIGH EXPLOIT AVAIL

fickling: Allowlist Bypass evades input filtering

CVE-2025-67747
--
EPSS 0.2%
Supply Chain Code Execution Framework Model
fickling Patch: 0.1.6 CWE-184 58 5 ATLAS
HIGH EXPLOIT AVAIL

open-webui: SSRF allows internal network access

CVE-2025-65958
8.5
EPSS 4.0%
Data Extraction Data Leakage Code Execution API RAG
open-webui Patch: 0.6.37 CWE-918 6 ATLAS
CRITICAL KEV

ray: Code Injection enables RCE

CVE-2025-62593
--
EPSS 0.4%
Code Execution Auth Bypass Social Engineering Framework
ray Patch: 2.52.0 CWE-94 873 8 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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