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
2,375

AI/ML CVEs Tracked

336

Critical

408

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 535 results — Medium severity, no patch
MEDIUM

vLLM: ReDoS via crafted API input causes DoS

CVE-2025-71379
4.3
DoS Inference API
vllm CWE-1333 130 4 ATLAS
MEDIUM

picklescan: FileHandler bypass creates filesystem artifacts

CVE-2026-56304
6.5
Supply Chain DoS Framework Model
picklescan CWE-502 3 4 ATLAS
MEDIUM

Flowise: mass assignment enables credential hash override

CVE-2026-56276
--
Auth Bypass Data Extraction Agent Framework
Flowise CWE-915 5 ATLAS
MEDIUM

Flowise: PII exposure via unauthenticated password reset

CVE-2026-56267
--
Data Extraction Privacy Violation Agent
Flowise CWE-200 4 ATLAS
MEDIUM EXPLOIT AVAIL

Flowise: XSS enables session hijacking in AI agent UI

CVE-2025-71331
6.1
Auth Bypass Data Extraction Code Execution Agent Framework Plugin
Flowise CWE-80 4 ATLAS
MEDIUM

Mercator: SSRF enables internal network RCE via gopher://

CVE-2026-49345
--
Code Execution Data Extraction API Inference
CWE-918 4 ATLAS
MEDIUM

FFmpeg RASC: UAF in decoder crashes AI inference containers

CVE-2026-12706
6.5
DoS Supply Chain Inference Framework
rhoai/odh-vllm-gaudi-rhel9 130 3 ATLAS
MEDIUM

PraisonAI: agent ID collision leaks system prompts

CVE-2026-56077
6.5
Data Leakage Data Extraction Privacy Violation Agent Framework
PraisonAI CWE-668 1 5 ATLAS
MEDIUM

PraisonAI: tool approval bypass enables credential theft

CVE-2026-56074
5.5
Auth Bypass Data Extraction Agent Plugin
PraisonAI CWE-863 1 5 ATLAS
MEDIUM

vLLM: decompression bomb OOM via audio endpoint

CVE-2026-54233
6.5
EPSS 0.0%
DoS Inference API
vllm CWE-409 130 3 ATLAS
MEDIUM

vLLM: heap address leak enables ASLR bypass

CVE-2026-54236
5.3
EPSS 0.0%
Data Leakage Code Execution Inference API
vllm CWE-532 130 3 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: 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
MEDIUM

LangGraph SDK: path traversal bypasses proxy-layer authz

CVE-2026-48776
4.2
EPSS 0.2%
Auth Bypass Data Extraction Framework Agent
langchain-ai 2.7K 3 ATLAS
MEDIUM

OpenClaw: bootstrap token replay enables scope escalation

CVE-2026-53862
4.2
EPSS 0.1%
Auth Bypass Data Extraction Agent
openclaw CWE-266 4 3 ATLAS
MEDIUM

OpenClaw: allowlist bypass enables arbitrary shell exec

CVE-2026-53861
6.6
EPSS 0.2%
Auth Bypass Code Execution Agent
openclaw CWE-184 4 4 ATLAS
MEDIUM

OpenClaw: sender allowlist bypass via conversation metadata

CVE-2026-53860
4.2
EPSS 0.1%
Auth Bypass Code Execution Agent
openclaw CWE-863 4 4 ATLAS
MEDIUM

OpenClaw: SSRF blocklist bypass via trailing-dot

CVE-2026-53859
6.5
EPSS 0.2%
Auth Bypass Data Extraction Agent
openclaw CWE-918 4 4 ATLAS
MEDIUM

OpenClaw: insecure permissions expose agent config

CVE-2026-53856
5.5
EPSS 0.1%
Data Extraction Data Leakage Agent
openclaw CWE-276 4 4 ATLAS
MEDIUM

OpenClaw: privilege escalation via channel auth wildcard

CVE-2026-53854
6.5
EPSS 0.2%
Auth Bypass Code Execution Agent Framework
openclaw CWE-863 4 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.

Need deeper analysis?

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