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 668 results — High severity, Active exploitation
HIGH EXPLOIT AVAIL

Poppler: PDF integer overflow enables heap RCE

CVE-2026-10118
7.8
EPSS 0.3%
Code Execution DoS Inference
rhaiis/vllm-spyre-rhel9 130 2 ATLAS
HIGH EXPLOIT AVAIL

praisonai-platform: member can wipe entire workspace

CVE-2026-47412
8.1
EPSS 0.3%
Auth Bypass Agent Framework
praisonai-platform Patch: 0.1.4 CWE-269 1 3 ATLAS
HIGH EXPLOIT AVAIL

praisonai-platform: IDOR exposes cross-workspace tenant data

CVE-2026-47415
8.3
EPSS 0.3%
Auth Bypass Data Extraction Privacy Violation Agent Framework
praisonai-platform Patch: 0.1.4 CWE-639 1 5 ATLAS
HIGH EXPLOIT AVAIL

praisonai-platform: IDOR enables cross-tenant comment exfil

CVE-2026-47417
8.1
EPSS 0.2%
Auth Bypass Data Extraction Social Engineering Agent Framework
praisonai-platform Patch: 0.1.4 CWE-639 1 5 ATLAS
HIGH EXPLOIT AVAIL

praisonai-platform: IDOR exposes cross-workspace projects

CVE-2026-47418
8.1
EPSS 0.3%
Auth Bypass Data Extraction Agent Framework
praisonai-platform Patch: 0.1.4 CWE-639 1 5 ATLAS
HIGH EXPLOIT AVAIL

praisonai-platform: auth bypass enables owner lockout

CVE-2026-47409
8.1
EPSS 0.3%
Auth Bypass Agent Framework
praisonai-platform Patch: 0.1.4 CWE-269 1 4 ATLAS
HIGH EXPLOIT AVAIL

praisonai-platform: IDOR cross-workspace label tampering

CVE-2026-47414
7.6
EPSS 0.2%
Auth Bypass Data Extraction Privacy Violation Agent Framework
praisonai-platform Patch: 0.1.4 CWE-639 1 4 ATLAS
HIGH EXPLOIT AVAIL

praisonai-platform: IDOR enables cross-workspace data poisoning

CVE-2026-47406
8.1
EPSS 0.2%
Auth Bypass Data Extraction Agent API
praisonai-platform Patch: 0.1.4 CWE-639 1 4 ATLAS
HIGH EXPLOIT AVAIL

PraisonAI Platform: member self-promotes to workspace owner

CVE-2026-47405
8.8
EPSS 0.3%
Auth Bypass Data Leakage Agent Framework
praisonai-platform Patch: 0.1.4 CWE-284 1 4 ATLAS
HIGH EXPLOIT AVAIL

praisonai-platform: IDOR breaks workspace tenant isolation

CVE-2026-47399
8.8
EPSS 0.3%
Auth Bypass Data Extraction Data Leakage Agent Framework
praisonai-platform Patch: 0.1.4 CWE-284 1 5 ATLAS
HIGH EXPLOIT AVAIL

PraisonAI: arbitrary file write via hidden webpage metadata

CVE-2026-47397
--
EPSS 0.4%
Prompt Injection Code Execution Agent Plugin
PraisonAI Patch: 4.6.40 CWE-22 1 5 ATLAS
HIGH EXPLOIT AVAIL

PraisonAI: RCE via ungated exec_module in agent config

CVE-2026-47398
8.1
EPSS 0.3%
Code Execution Supply Chain Agent Framework
PraisonAI Patch: 4.6.40 CWE-94 1 5 ATLAS
HIGH EXPLOIT AVAIL

Froxlor: symlink-following grants customer root SSH access

CVE-2026-41236
8.8
EPSS 0.4%
Auth Bypass Code Execution Inference Framework
froxlor/froxlor Patch: 2.3.7 CWE-59 492 4 ATLAS
HIGH EXPLOIT AVAIL

Froxlor: shell whitelist bypass grants host shell access

CVE-2026-41235
--
EPSS 0.2%
Auth Bypass Code Execution API Inference
froxlor/froxlor Patch: 2.3.7 CWE-863 492 4 ATLAS
HIGH EXPLOIT AVAIL

Langflow: DoS via uncontrolled resource consumption

CVE-2026-7528
7.5
EPSS 0.3%
DoS Framework
langflow CWE-400 3 ATLAS
HIGH EXPLOIT AVAIL

LiteLLM: privilege escalation to proxy_admin via /user/update

CVE-2026-47102
8.8
EPSS 0.7%
Auth Bypass Data Extraction Inference API
litellm Patch: 1.83.10 CWE-863 6 5 ATLAS
HIGH EXPLOIT AVAIL

LiteLLM: RBAC bypass enables proxy admin escalation

CVE-2026-47101
8.8
EPSS 0.7%
Auth Bypass Data Extraction API Inference Framework
litellm Patch: 1.83.14 CWE-863 6 5 ATLAS
HIGH EXPLOIT AVAIL

mcp-server-kubernetes: auth bypass enables full cluster RCE

CVE-2026-46519
8.8
EPSS 0.4%
Auth Bypass Code Execution Agent Plugin
mcp-server-kubernetes Patch: 3.6.0 CWE-863 1 5 ATLAS
HIGH EXPLOIT AVAIL

LMDeploy: hardcoded trust_remote_code enables RCE

CVE-2026-46517
7.8
EPSS 0.1%
Supply Chain Code Execution Inference Framework
lmdeploy CWE-94 130 5 ATLAS
HIGH EXPLOIT AVAIL

lmdeploy: hardcoded trust_remote_code enables RCE

CVE-2026-46432
7.8
EPSS 0.1%
Supply Chain Code Execution Inference Model Framework
lmdeploy Patch: 0.13.0 CWE-94 9.0K 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.

Need deeper analysis?

Get ATLAS technique mappings, compliance reports (ISO 42001, EU AI Act), breaking alerts, and full CISO analysis with a Pro subscription.

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