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
3,021

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 859 results — High severity, no patch
HIGH

OpenClaw: allowlist bypass enables OS command execution

CVE-2026-28460
7.1
EPSS 0.4%
Auth Bypass Code Execution Agent
OpenClaw 4 4 ATLAS 1 incident
HIGH

OpenClaw: allowlist bypass enables arbitrary OS command exec

CVE-2026-27566
7.1
EPSS 0.4%
Auth Bypass Code Execution Agent Plugin
OpenClaw 4 5 ATLAS 1 incident
HIGH EXPLOIT AVAIL

deepdiff: DoS causes service disruption

CVE-2026-33155
--
EPSS 0.5%
DoS Supply Chain Framework
CWE-400 4 ATLAS
HIGH

OpenClaw: SSRF guard bypass exposes internal services

CVE-2026-22181
7.6
EPSS 0.2%
Auth Bypass Data Extraction Agent
OpenClaw 4 3 ATLAS 1 incident
HIGH EXPLOIT AVAIL

OpenClaw: allowlist bypass enables arbitrary OS command exec

CVE-2026-22179
7.2
EPSS 0.6%
Auth Bypass Code Execution Agent Plugin
OpenClaw 4 5 ATLAS 1 incident
HIGH

OpenClaw: allowlist bypass lets agents run any command

CVE-2026-22175
7.1
EPSS 0.3%
Auth Bypass Code Execution Agent
OpenClaw 4 4 ATLAS 1 incident
HIGH

OpenClaw: path traversal allows arbitrary file write

CVE-2026-22171
8.2
EPSS 0.3%
Code Execution Data Leakage Agent Plugin
OpenClaw 4 3 ATLAS
HIGH EXPLOIT AVAIL

libarchive: infinite loop DoS in RAR5 decompression

CVE-2026-4111
7.5
EPSS 0.7%
DoS Supply Chain Inference Framework
rhaiis/vllm-cuda-rhel9 130 4 ATLAS
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

langsmith: security flaw enables exploitation

CVE-2026-25750
8.1
EPSS 0.3%
Prompt Injection Data Leakage Code Execution Framework Agent API
langsmith CWE-74 3.0K 9 ATLAS
HIGH EXPLOIT AVAIL

NLTK: path traversal exposes sensitive server files

CVE-2026-0847
8.6
EPSS 0.9%
Data Extraction Code Execution Supply Chain Framework
CWE-22 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 20 6 ATLAS
HIGH EXPLOIT AVAIL

gradio: SSRF allows internal network access

CVE-2026-28416
8.6
EPSS 6.5%
Data Extraction Code Execution Framework Model Training Data
gradio CWE-918 673 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-36 673 9 ATLAS
HIGH

n8n: Code Injection enables RCE

CVE-2026-27498
8.8
EPSS 0.7%
Model Poisoning Code Execution Agent RAG API
n8n CWE-94 16 10 ATLAS
HIGH

n8n: SQL Injection exposes database

CVE-2026-27497
8.8
EPSS 0.8%
Model Poisoning Code Execution Agent RAG API
n8n CWE-89 16 9 ATLAS
HIGH

LangChain: SSRF allows internal network access

CVE-2026-27795
7.4
EPSS 0.2%
Data Extraction Code Execution DoS Framework RAG Agent
CWE-918 7 ATLAS
HIGH

TensorFlow: security flaw enables exploitation

CVE-2026-2492
7.8
EPSS 0.3%
Code Execution Auth Bypass Framework RAG Plugin
CWE-427 5 ATLAS
HIGH

OpenClaw: prompt injection via unsanitized workspace path

CVE-2026-27001
7.8
EPSS 0.2%
Prompt Injection Data Extraction Code Execution Agent
openclaw CWE-77 4 5 ATLAS 1 incident
HIGH

OpenClaw: path traversal enables local file exfiltration

CVE-2026-26321
7.5
EPSS 0.5%
Data Extraction Prompt Injection Privacy Violation Agent Plugin
openclaw CWE-22 4 5 ATLAS 1 incident

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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