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
2,385

AI/ML CVEs Tracked

337

Critical

390

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 1069 results — Active exploitation
CRITICAL EXPLOIT AVAIL

flowise: Arbitrary File Upload enables RCE

CVE-2026-30821
9.8
EPSS 18.3%
Code Execution Framework RAG Plugin
flowise CWE-434 8 ATLAS 2 incidents
HIGH EXPLOIT AVAIL

Flowise: header spoof auth bypass exposes admin API & creds

CVE-2026-30820
8.8
EPSS 0.5%
Auth Bypass Data Extraction Code Execution Agent Framework API
flowise CWE-863 5 ATLAS
HIGH EXPLOIT AVAIL

bentoml: security flaw enables exploitation

CVE-2026-27905
7.8
EPSS 0.3%
Code Execution Framework Agent Model
bentoml CWE-59 21 6 ATLAS
HIGH EXPLOIT AVAIL

gradio: SSRF allows internal network access

CVE-2026-28416
8.6
EPSS 0.3%
Data Extraction Code Execution Framework Model Training Data
gradio CWE-918 685 9 ATLAS
HIGH EXPLOIT AVAIL SCANNER

gradio: security flaw enables exploitation

CVE-2026-28414
7.5
EPSS 3.1%
Code Execution Data Extraction Framework API Model
gradio CWE-36 685 9 ATLAS
MEDIUM EXPLOIT AVAIL

gradio: Weak Credentials allow account compromise

CVE-2026-27167
5.9
EPSS 0.5%
Supply Chain Model Poisoning Code Execution Framework Agent API
gradio CWE-522 685 8 ATLAS
CRITICAL EXPLOIT AVAIL

langflow: Code Injection enables RCE

CVE-2026-27966
9.8
EPSS 33.7%
Prompt Injection Code Execution Framework RAG Agent
langflow CWE-94 12 ATLAS
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

sillytavern: SSRF allows internal network access

CVE-2026-26286
8.5
EPSS 0.3%
Data Extraction Code Execution Social Engineering Framework RAG Agent
CWE-918 9 ATLAS
LOW EXPLOIT AVAIL

OpenClaw: indirect prompt injection via Slack metadata

CVE-2026-24764
3.7
EPSS 0.2%
Prompt Injection Data Extraction Agent Plugin
openclaw CWE-74 4 3 ATLAS 1 incident
CRITICAL EXPLOIT AVAIL

smolagents: SSRF allows internal network access

CVE-2026-2654
9.8
EPSS 0.4%
Code Execution Data Extraction Auth Bypass Agent Framework Plugin
smolagents CWE-918 93 6 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
MEDIUM EXPLOIT AVAIL

OpenClaw: path traversal enables arbitrary file read

CVE-2026-25475
6.5
EPSS 0.7%
Data Extraction Privacy Violation Supply Chain Agent Plugin
openclaw CWE-22 4 5 ATLAS 1 incident
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 23.7%
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
CRITICAL EXPLOIT AVAIL

cai-framework: Command Injection enables RCE

CVE-2026-25130
9.7
EPSS 0.8%
Prompt Injection Code Execution Agent Framework Plugin
CWE-78 9 ATLAS
HIGH EXPLOIT AVAIL

agpt: Code Injection enables RCE

CVE-2026-24780
8.8
EPSS 1.1%
Code Execution Auth Bypass Agent Framework API
CWE-94 7 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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