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
3,590

AI/ML CVEs Tracked

481

Critical

95

New This Week

24

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 481 results — Critical severity
CRITICAL EXPLOIT AVAIL

PraisonAI: AICoder root RCE via unsanitized tool calls

CVE-2026-61445
9.9
EPSS 0.9%
Code Execution Prompt Injection Agent Plugin
praisonai CWE-22 1 5 ATLAS
CRITICAL EXPLOIT AVAIL

PraisonAI: SQL/CQL injection via unvalidated vector dim

CVE-2026-60090
9.8
EPSS 0.7%
Code Execution Data Leakage DoS RAG Agent Framework
praisonai CWE-89 1 3 ATLAS
CRITICAL EXPLOIT AVAIL SCANNER

SiYuan Note: chrome-extension origin auth bypass

CVE-2026-54069
--
EPSS 0.6%
Auth Bypass Data Leakage Supply Chain Plugin API
github.com/siyuan-note/siyuan/kernel Patch: 0.0.0-20260628153353-2d5d72223df4 CWE-346 3.1K 3 ATLAS
CRITICAL EXPLOIT AVAIL

mcp-server-kubernetes: arg injection exfils bearer token

CVE-2026-61459
9.8
EPSS 2.1%
Auth Bypass Data Leakage Agent Plugin
mcp-server-kubernetes CWE-88 1 4 ATLAS
CRITICAL EXPLOIT AVAIL

PraisonAI: code injection via f-string in deploy API

CVE-2026-61444
9.1
EPSS 0.6%
Code Execution Agent Framework API
praisonai CWE-94 1 3 ATLAS
CRITICAL EXPLOIT AVAIL

mem0: unauth config API leaks API keys + SSRF

CVE-2026-59706
9.3
EPSS 0.4%
Auth Bypass Data Leakage API Framework Agent
CWE-306 4 ATLAS
CRITICAL

9Router: no-auth API leaks keys, chats, provider control

GHSA-vjc7-jrh9-9j86
10.0
Auth Bypass Data Leakage Privacy Violation API Framework
9router CWE-200 1.2K 6 ATLAS
CRITICAL EXPLOIT AVAIL

Langroid: prompt injection to RCE via broken eval() sandbox

CVE-2026-54769
10.0
EPSS 0.9%
Prompt Injection Code Execution Agent Framework
langroid Patch: 0.65.2 CWE-94 4 6 ATLAS
CRITICAL EXPLOIT AVAIL

fickling: shared-state bug disables ML pickle allowlist check

CVE-2026-14535
9.8
EPSS 0.6%
Supply Chain Code Execution Model Training Data
fickling 62 3 ATLAS
CRITICAL EXPLOIT AVAIL

Keras: safe_mode=None bypass enables Lambda RCE

CVE-2026-12481
9.8
EPSS 0.7%
Code Execution Supply Chain Framework Model
keras Patch: 3.12.3 CWE-502 1.5K 4 ATLAS
CRITICAL

OpenClaw: QQBot admin auth bypass skips access checks

GHSA-w4v6-g3wm-w36c
--
Auth Bypass Agent Plugin
openclaw Patch: 2026.4.29 CWE-863 3 2 ATLAS
CRITICAL EXPLOIT AVAIL

mcp-memory-service: auth bypass on document API

CVE-2026-50027
9.8
EPSS 0.5%
Auth Bypass Data Leakage Data Extraction API Agent RAG
mcp-memory-service Patch: 10.67.1 CWE-306 2.9K 4 ATLAS
CRITICAL

Feast: unauth file write to RCE via /save-document

CVE-2026-23537
9.1
EPSS 1.0%
Auth Bypass Code Execution DoS API Training Data
rhoai/odh-workbench-jupyter-datascience-cpu-py312-rhel9 1.9K 3 ATLAS
CRITICAL

Flowise: hardcoded default secret enables session forgery

CVE-2026-56278
9.1
EPSS 0.5%
Auth Bypass Code Execution Agent Framework
Flowise CWE-798 5 ATLAS
CRITICAL

Langflow: weak reversible KDF exposes all stored credentials

CVE-2026-7874
9.1
EPSS 0.3%
Data Leakage Privacy Violation Auth Bypass Framework Agent API
langflow CWE-338 3 ATLAS
CRITICAL

Langflow: authenticated RCE enables credential theft

CVE-2026-7873
9.9
EPSS 0.5%
Code Execution Data Leakage Privacy Violation Framework Agent
langflow CWE-94 4 ATLAS
CRITICAL

Langflow: Redis-access deserialization enables full RCE

CVE-2026-7871
9.8
EPSS 0.7%
Code Execution Data Leakage Framework Agent
langflow CWE-502 4 ATLAS
CRITICAL

Langflow: malformed flow nodes enable RCE

CVE-2026-7803
9.8
EPSS 0.6%
Code Execution Framework Agent
langflow CWE-20 3 ATLAS
CRITICAL EXPLOIT AVAIL

Langflow: auth bypass in MCP transport exposes projects

CVE-2026-7663
9.8
EPSS 0.5%
Auth Bypass Data Leakage Code Execution Framework Agent Plugin
langflow CWE-285 4 ATLAS
CRITICAL EXPLOIT AVAIL

Langflow: missing auth on build API leaks data, enables DoS

CVE-2026-10560
9.1
EPSS 0.5%
Auth Bypass DoS Data Leakage Framework Agent
langflow CWE-287 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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