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
3,021

AI/ML CVEs Tracked

424

Critical

114

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 3021 results
MEDIUM EXPLOIT AVAIL SCANNER

vLLM: heap address leak enables ASLR bypass

CVE-2026-54236
5.3
EPSS 0.8%
Data Leakage Code Execution Inference API
vllm Patch: 0.24.0 CWE-532 130 3 ATLAS
HIGH

vLLM: integer truncation leaks GPU memory cross-tenant

CVE-2026-53923
7.5
EPSS 0.3%
Data Extraction Supply Chain Privacy Violation Inference Model
vllm Patch: 0.24.0 CWE-200 130 4 ATLAS
MEDIUM

vllm: EXIF/tRNS preprocessing gap enables adversarial input

GHSA-8jr5-v98p-w75m
4.8
Adversarial Examples Prompt Injection Inference Framework
vllm CWE-436 130 4 ATLAS
MEDIUM

vLLM: NaN/Inf bypass crashes GPU inference workers

CVE-2026-54235
6.5
EPSS 0.3%
DoS Inference
vllm Patch: 0.24.0 CWE-1287 130 3 ATLAS
MEDIUM

n8n: viewer role can start/cancel/delete eval workflow runs

GHSA-664h-gpgq-h6xx
5.4
Auth Bypass DoS Agent Framework
n8n Patch: 1.123.55 CWE-863 16 3 ATLAS
CRITICAL

Oracle Coherence: unauthenticated HTTP full takeover

CVE-2026-35310
9.8
EPSS 0.5%
Auth Bypass Code Execution Data Extraction API Inference Framework
coherence 313 4 ATLAS
CRITICAL

Oracle Coherence: unauthenticated RCE via HTTP (CVSS 9.8)

CVE-2026-35309
9.8
EPSS 0.5%
Code Execution Auth Bypass Data Extraction Framework API Inference
coherence 313 3 ATLAS
CRITICAL

Oracle Coherence: unauthenticated RCE via third-party jars

CVE-2026-35308
10.0
EPSS 0.5%
Code Execution Auth Bypass Supply Chain Framework Inference API
coherence 313 4 ATLAS
CRITICAL

Oracle Coherence: unauthenticated RCE, CVSS 10.0

CVE-2026-35307
10.0
EPSS 0.5%
Code Execution Auth Bypass Data Extraction Framework API Inference
coherence 313 4 ATLAS
CRITICAL

Oracle Coherence: unauthenticated data access via HTTP

CVE-2026-35306
9.3
EPSS 0.4%
Data Extraction Auth Bypass Data Leakage API Inference Framework
coherence 313 4 ATLAS
CRITICAL

Oracle Coherence: unauth data exfiltration via bundled libs

CVE-2026-35305
9.3
EPSS 0.3%
Data Extraction Auth Bypass API Framework
coherence 313 4 ATLAS
CRITICAL

Oracle Coherence: unauthenticated HTTPS takeover

CVE-2026-35304
9.8
EPSS 0.5%
Auth Bypass Code Execution Data Extraction API Inference Framework
coherence 313 4 ATLAS
MEDIUM

vLLM: image metadata mishandling corrupts multimodal inputs

CVE-2026-12491
4.8
EPSS 0.2%
Adversarial Examples DoS Inference Model
rhaiis/vllm-cpu-rhel9 130 4 ATLAS
HIGH

WPBot Pro: subscriber file deletion → system DoS

CVE-2025-60223
7.7
EPSS 0.4%
DoS Auth Bypass Plugin
wpbot-pro 3 ATLAS
LOW

pi-coding-agent: XSS in HTML exports via prompt injection

CVE-2026-54326
2.5
EPSS 0.1%
Prompt Injection Code Execution Agent
CWE-79 4 ATLAS
LOW

Nuxt: NoScript XSS enables script execution in head

GHSA-m3q2-p4fw-w38m
--
Code Execution Data Extraction Auth Bypass Framework API
nuxt Patch: 4.4.7 CWE-79 6.3K 3 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
UNKNOWN

n8n: credential exfiltration via SecurityScorecard SSRF node

CVE-2026-54304
--
EPSS 0.4%
Data Leakage Auth Bypass Agent Plugin
n8n Patch: 1.123.55 CWE-200 16 5 ATLAS
UNKNOWN

n8n: MCP browser auth bypass allows full browser takeover

CVE-2026-54309
--
EPSS 0.4%
Auth Bypass Code Execution Data Extraction Agent Plugin
n8n Patch: 2.26.2 CWE-306 16 4 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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