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
3,019

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 668 results — High severity, Active exploitation
HIGH EXPLOIT AVAIL

MLflow: broken access control exposes experiment traces

CVE-2025-15381
8.1
EPSS 0.3%
Auth Bypass Data Extraction Data Leakage Framework Training Data
mlflow CWE-200 674 5 ATLAS
HIGH EXPLOIT AVAIL

Open WebUI: BOLA enables RAG poisoning via file overwrite

CVE-2026-28788
7.1
EPSS 2.9%
Auth Bypass Model Poisoning Prompt Injection RAG API Framework
open-webui Patch: 0.8.6 CWE-639 4 7 ATLAS
HIGH EXPLOIT AVAIL

BentoML: command injection in bentofile.yaml containerize

CVE-2026-33744
7.8
EPSS 0.3%
Code Execution Supply Chain Framework
bentoml Patch: 1.4.37 CWE-94 20 5 ATLAS
HIGH EXPLOIT AVAIL SCANNER

langflow: Path Traversal enables file access

CVE-2026-33497
7.5
EPSS 19.6%
Data Extraction Auth Bypass Framework Agent
langflow Patch: 1.7.1 CWE-22 5 ATLAS
HIGH EXPLOIT AVAIL

langflow: Access Control bypass enables privilege escalation

CVE-2026-33484
7.5
EPSS 5.8%
Auth Bypass Data Extraction Privacy Violation Framework API
langflow Patch: 1.9.0 CWE-284 5 ATLAS
HIGH EXPLOIT AVAIL

AI component: Input Validation flaw enables exploitation

CVE-2026-4538
7.8
EPSS 0.2%
Model Poisoning Code Execution Framework RAG Model
CWE-20 5 ATLAS
HIGH EXPLOIT AVAIL

libarchive: RAR heap OOB read leaks memory in vLLM stacks

CVE-2026-4424
7.5
EPSS 0.9%
Data Extraction Supply Chain Inference
rhaiis/vllm-cuda-rhel9 130 3 ATLAS
HIGH EXPLOIT AVAIL

nltk: Path Traversal enables file access

CVE-2026-33236
8.1
EPSS 0.6%
Supply Chain Code Execution Framework
CWE-22 3 ATLAS
HIGH EXPLOIT AVAIL

deepdiff: DoS causes service disruption

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

Ray Dashboard: unauthenticated path traversal file read

CVE-2026-32981
7.5
EPSS 0.9%
Data Extraction Auth Bypass Framework Inference
ray Patch: 2.8.1 CWE-22 619 4 ATLAS
HIGH EXPLOIT AVAIL

mlflow: Code Injection enables RCE

CVE-2025-14287
7.5
EPSS 1.5%
Supply Chain Model Poisoning Code Execution Framework Model
mlflow Patch: 3.8.0rc0 CWE-94 674 7 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: SSRF via HTTP Node exposes internal network

CVE-2026-31829
8.8
EPSS 2.3%
Data Extraction Auth Bypass Agent Framework
flowise-components Patch: 3.0.13 CWE-918 4 ATLAS
HIGH EXPLOIT AVAIL SCANNER

mcp-atlassian: SSRF allows internal network access

CVE-2026-27826
8.2
EPSS 13.6%
Auth Bypass Prompt Injection Data Extraction Agent Plugin API
mcp-atlassian Patch: 0.17.0 CWE-918 7 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 EXPLOIT AVAIL

xgrammar: security flaw enables exploitation

CVE-2026-25048
7.5
EPSS 0.7%
DoS Inference Framework
xgrammar Patch: 0.1.32 CWE-674 16 4 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-918 669 9 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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