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
3,018

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 127 results — Critical severity, has patch
CRITICAL

praisonai: MCP HTTP server unauthenticated tool invocation

GHSA-j4f3-55x4-r6q2
9.8
Auth Bypass Code Execution Data Extraction Agent Framework API
praisonai Patch: 1.7.2 CWE-306 1 6 ATLAS
CRITICAL

praisonai npm: AgentOS missing auth enables agent abuse

GHSA-9752-mhqh-h34f
9.4
Auth Bypass Data Extraction Code Execution Agent Framework API
praisonai Patch: 1.7.2 CWE-306 1 6 ATLAS
CRITICAL

praisonai: sandbox escape in codeMode → full host RCE

GHSA-p69m-4f92-2v84
9.8
Code Execution Prompt Injection Data Extraction Agent Framework Plugin
praisonai Patch: 1.7.2 CWE-94 1 6 ATLAS
CRITICAL

praisonai: sandbox escape gives RCE via codeMode tool

GHSA-vmmj-pfw7-fjwp
9.9
Code Execution Supply Chain Prompt Injection Agent Plugin
praisonai Patch: 1.7.2 CWE-184 1 5 ATLAS
CRITICAL

PraisonAI: unauthenticated RCE via MCP connect endpoint

GHSA-p75f-6fp4-p57w
9.8
Code Execution Auth Bypass Agent Framework Plugin
praisonai Patch: 4.6.59 CWE-78 1 5 ATLAS
CRITICAL

PraisonAI AgentOS: unauth remote agent invocation (CVSS 9.8)

GHSA-892r-p3jq-jp24
9.8
Auth Bypass Code Execution Data Extraction Agent Framework API
praisonai Patch: 4.6.59 CWE-200 1 7 ATLAS
CRITICAL

praisonaiagents: unauth AgentTeam API allows agent takeover

GHSA-x8cv-xmq7-p8xp
9.8
Auth Bypass Code Execution DoS Agent Framework
praisonaiagents Patch: 1.6.59 CWE-306 11 5 ATLAS
CRITICAL

praisonai: unauthenticated Jobs API enables remote agent RCE

GHSA-fq2m-6wqh-x44g
9.8
Auth Bypass Code Execution Data Extraction Agent Framework API
praisonai Patch: 4.6.59 CWE-94 1 5 ATLAS
CRITICAL

praisonai: silent auth bypass exposes agent exec endpoints

GHSA-j4hj-7hfh-g2f4
9.8
Auth Bypass Code Execution Agent Framework
praisonai Patch: 4.6.59 CWE-306 1 4 ATLAS
CRITICAL

PraisonAI: Unauthenticated RCE via Jobs API auth bypass

GHSA-4869-x4pr-q22x
9.8
Auth Bypass Code Execution Prompt Injection Agent Framework Plugin
praisonaiagents Patch: 1.6.59 CWE-306 11 5 ATLAS
CRITICAL

praisonaiagents: unauthenticated MCP SSE server enables RCE

GHSA-x227-pf99-vffg
9.8
Auth Bypass Code Execution Agent Framework
praisonaiagents Patch: 1.6.59 CWE-306 11 5 ATLAS
CRITICAL EXPLOIT AVAIL SCANNER

Langflow: unauthenticated upload → DoS + path disclosure

CVE-2026-55450
9.3
EPSS 11.8%
Auth Bypass DoS Data Leakage Framework Agent
langflow Patch: 1.9.1 CWE-400 5 ATLAS
CRITICAL

LiteLLM: auth bypass via Host header spoofing

CVE-2026-49468
8.1
EPSS 0.6%
Auth Bypass Data Extraction Inference API
litellm Patch: 1.84.0 CWE-290 6 4 ATLAS
CRITICAL

backpropagate: auth bypass exposes LLM training plane

CVE-2026-48797
--
EPSS 0.3%
Auth Bypass Data Extraction DoS Training Data Model Framework
backpropagate Patch: 1.2.0 CWE-358 2.9K 6 ATLAS
CRITICAL EXPLOIT AVAIL

vllm: auth bypass exposes OpenAI inference API

CVE-2026-48746
9.1
EPSS 1.2%
Auth Bypass DoS Data Extraction Inference API
vllm Patch: 0.22.0 CWE-444 130 6 ATLAS
CRITICAL EXPLOIT AVAIL

Langflow: unauthenticated RCE via Shareable Playground

CVE-2026-48519
9.6
EPSS 0.8%
Code Execution Auth Bypass Framework Agent
langflow Patch: 1.9.2 CWE-94 5 ATLAS
CRITICAL EXPLOIT AVAIL

Jupyter Enterprise Gateway: root privilege bypass in Kubernetes

CVE-2026-44180
9.8
EPSS 0.6%
Auth Bypass Code Execution Framework Inference
jupyter_enterprise_gateway Patch: 3.3.0 CWE-20 1.9K 4 ATLAS
CRITICAL EXPLOIT AVAIL

transformers: trust_remote_code bypass enables RCE via model load

CVE-2026-5241
9.6
EPSS 0.5%
Supply Chain Code Execution Framework Model
transformers Patch: 5.5.0 CWE-829 9.0K 5 ATLAS
CRITICAL

OpenMed: RCE via trust_remote_code model loading

CVE-2026-47117
9.8
EPSS 0.9%
Code Execution Supply Chain Model Inference Framework
openmed Patch: 1.5.2 CWE-94 9.0K 6 ATLAS
CRITICAL EXPLOIT AVAIL

praisonai-platform: member can escalate to workspace owner

CVE-2026-47413
9.6
EPSS 0.2%
Auth Bypass Data Extraction Agent Framework
praisonai-platform Patch: 0.1.4 CWE-269 1 5 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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