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
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
CRITICAL EXPLOIT AVAIL

langflow: security flaw enables exploitation

CVE-2026-33475
9.1
EPSS 3.0%
Supply Chain Code Execution Data Extraction Framework Agent
langflow CWE-74 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
MEDIUM EXPLOIT AVAIL

AI component: IDOR enables unauthorized data access

CVE-2026-30886
6.5
EPSS 0.3%
Data Leakage Code Execution API Model Inference
CWE-639 6 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
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
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 0.4%
Supply Chain Code Execution Framework
CWE-22 3 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

deepdiff: DoS causes service disruption

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

onnx: Integrity Verification bypass enables tampering

CVE-2026-28500
9.1
EPSS 0.3%
Supply Chain Model Poisoning Code Execution Framework RAG API
onnx CWE-345 1.2K 10 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
CRITICAL EXPLOIT AVAIL

OpenClaw: RCE via request-side prompt injection

CVE-2026-30741
9.8
EPSS 0.8%
Prompt Injection Code Execution Agent Framework
openclaw 4 5 ATLAS 1 incident
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 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
CRITICAL EXPLOIT AVAIL

vllm: SSRF allows internal network access

CVE-2026-25960
9.8
EPSS 0.4%
Data Extraction Data Leakage Code Execution Inference RAG Agent
vllm CWE-918 130 7 ATLAS
CRITICAL EXPLOIT AVAIL SCANNER

Flowise: auth bypass exposes NVIDIA NIM container endpoints

CVE-2026-30824
9.8
EPSS 36.3%
Auth Bypass Code Execution Agent Inference Framework
flowise CWE-306 5 ATLAS
UNKNOWN EXPLOIT AVAIL

Flowise: IDOR enables account takeover and SSO bypass

CVE-2026-30823
--
EPSS 0.4%
Auth Bypass Data Extraction Agent Framework
flowise CWE-639 5 ATLAS
UNKNOWN EXPLOIT AVAIL

Flowise: mass assignment allows unauthenticated DB injection

CVE-2026-30822
--
EPSS 12.9%
Auth Bypass Data Extraction Code Execution Agent Framework
flowise CWE-915 3 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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