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
UNKNOWN EXPLOIT AVAIL

ONNX: symlink path traversal allows arbitrary file read

CVE-2026-27489
--
EPSS 0.5%
Supply Chain Data Extraction Framework Model
onnx Patch: 1.21.0 CWE-23 1.2K 5 ATLAS
CRITICAL EXPLOIT AVAIL

MLflow: command injection via model_uri in mlserver mode

CVE-2026-0596
9.6
EPSS 1.3%
Code Execution Supply Chain Framework Inference
mlflow Patch: 3.9.0 CWE-78 655 4 ATLAS 1 incident
CRITICAL EXPLOIT AVAIL

MLflow: RCE via unsanitized model dependency specs

CVE-2025-15379
10.0
EPSS 2.4%
Code Execution Supply Chain Framework
mlflow Patch: 3.8.1 CWE-77 655 4 ATLAS 1 incident
CRITICAL EXPLOIT AVAIL

MLflow: path traversal enables sandbox escape, file overwrite

CVE-2025-15036
9.6
EPSS 0.5%
Supply Chain Code Execution Framework
mlflow Patch: 3.9.0rc0 CWE-29 655 5 ATLAS
HIGH EXPLOIT AVAIL

langchain-core: path traversal exposes host secrets via prompt config

CVE-2026-34070
7.5
EPSS 1.1%
Data Extraction Data Leakage Framework
langchain-core Patch: 1.2.22 CWE-22 4.8K 5 ATLAS
HIGH EXPLOIT AVAIL

@mobilenext/mobile-mcp: path traversal via AI agent tool

CVE-2026-33989
8.1
EPSS 0.5%
Prompt Injection Code Execution Supply Chain Agent Plugin
@mobilenext/mobile-mcp Patch: 0.0.49 CWE-22 1 6 ATLAS
LOW EXPLOIT AVAIL

Open WebUI: IDOR exposes AI memories and private files

CVE-2026-29071
3.1
EPSS 0.3%
Auth Bypass Data Extraction Privacy Violation RAG Agent Framework
open-webui Patch: 0.8.6 CWE-639 5 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: missing authz allows cross-KB file deletion

CVE-2026-29070
5.4
EPSS 0.3%
Auth Bypass DoS RAG Framework
open-webui Patch: 0.8.6 CWE-862 4 ATLAS
HIGH EXPLOIT AVAIL

Open WebUI: BOLA enables RAG poisoning via file overwrite

CVE-2026-28788
7.1
EPSS 0.3%
Auth Bypass Model Poisoning Prompt Injection RAG API Framework
open-webui Patch: 0.8.6 CWE-639 7 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: path traversal leaks server filesystem path

CVE-2026-28786
4.3
EPSS 0.4%
Data Extraction Data Leakage Framework API
open-webui Patch: 0.8.6 CWE-22 4 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 21 5 ATLAS
HIGH EXPLOIT AVAIL

langflow: Path Traversal enables file access

CVE-2026-33497
7.5
EPSS 8.0%
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 0.5%
Auth Bypass Data Extraction Privacy Violation Framework API
langflow Patch: 1.9.0 CWE-284 5 ATLAS
CRITICAL EXPLOIT AVAIL

langflow: Path Traversal enables file access

CVE-2026-33309
9.9
EPSS 1.4%
Code Execution Auth Bypass Supply Chain Framework Agent Plugin
langflow Patch: 1.9.0 CWE-22 8 ATLAS
CRITICAL KEV SCANNER

langflow: Code Injection enables RCE

CVE-2026-33017
9.8
EPSS 98.4%
Model Poisoning Code Execution Framework Agent API
langflow Patch: 1.9.0 CWE-95 6 ATLAS
CRITICAL EXPLOIT AVAIL

mlflow: Path Traversal enables file access

CVE-2025-15031
9.1
EPSS 0.7%
Supply Chain Model Poisoning Code Execution Framework Model Training Data
mlflow Patch: 3.9.0rc0 CWE-22 655 6 ATLAS
HIGH EXPLOIT AVAIL

mlflow: Code Injection enables RCE

CVE-2025-14287
7.5
EPSS 1.2%
Supply Chain Model Poisoning Code Execution Framework Model
mlflow Patch: 3.8.0rc0 CWE-94 655 7 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
CRITICAL EXPLOIT AVAIL

mcp-atlassian: Path Traversal enables file access

CVE-2026-27825
9.1
EPSS 2.3%
Code Execution Prompt Injection Supply Chain Agent Plugin Framework
mcp-atlassian Patch: 0.17.0 CWE-22 6 ATLAS
HIGH EXPLOIT AVAIL

mcp-atlassian: SSRF allows internal network access

CVE-2026-27826
8.2
EPSS 1.2%
Auth Bypass Prompt Injection Data Extraction Agent Plugin API
mcp-atlassian Patch: 0.17.0 CWE-918 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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