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 377 results — High severity, Active exploitation, no patch
HIGH EXPLOIT AVAIL

picklescan: detection bypass enables RCE via pickle files

CVE-2025-71378
8.1
Supply Chain Code Execution Model Framework
picklescan CWE-502 3 4 ATLAS
HIGH EXPLOIT AVAIL

picklescan: detection bypass enables RCE via malicious models

CVE-2025-71357
8.1
Supply Chain Code Execution Model Framework
picklescan CWE-502 3 5 ATLAS
HIGH EXPLOIT AVAIL

picklescan: scanner bypass enables RCE via pickle files

CVE-2025-71351
--
Supply Chain Code Execution Model Framework
picklescan CWE-184 3 4 ATLAS
HIGH EXPLOIT AVAIL

picklescan: scanner bypass enables supply chain RCE

CVE-2025-71348
8.1
Supply Chain Code Execution Model Framework
picklescan CWE-502 3 5 ATLAS
HIGH EXPLOIT AVAIL

picklescan: arbitrary file read bypasses RCE blocklist

CVE-2026-53872
7.5
EPSS 0.5%
Data Extraction Supply Chain Framework Model
picklescan 3 5 ATLAS
HIGH EXPLOIT AVAIL

PickleScan: pty.spawn bypass enables RCE in model scans

CVE-2025-71322
8.8
EPSS 0.4%
Supply Chain Code Execution Model Framework
PickleScan CWE-693 3 5 ATLAS
HIGH EXPLOIT AVAIL

stable-diffusion.cpp: .ckpt heap overflow enables RCE

CVE-2026-47747
7.8
EPSS 0.1%
Supply Chain Code Execution Model Inference
4 ATLAS
HIGH EXPLOIT AVAIL

stable-diffusion.cpp: heap overflow via crafted .ckpt model

CVE-2026-47750
7.8
EPSS 0.1%
Supply Chain Code Execution Model Inference
5 ATLAS
HIGH EXPLOIT AVAIL

ChromaDB: RCE via trust_remote_code in collection update

CVE-2026-45833
8.8
EPSS 0.3%
Code Execution Supply Chain RAG Framework
chromadb 1.2K 6 ATLAS
HIGH EXPLOIT AVAIL

Flowise: mass-assignment allows cross-workspace takeover

CVE-2026-46480
8.8
EPSS 0.3%
Auth Bypass Data Extraction Agent Framework
flowise 4 ATLAS
HIGH EXPLOIT AVAIL

Flowise: mass assignment cross-workspace takeover

CVE-2026-46479
8.8
EPSS 0.3%
Auth Bypass Data Extraction Framework Agent
flowise 3 ATLAS
HIGH EXPLOIT AVAIL

Flowise: mass-assignment enables workspace takeover

CVE-2026-46475
8.8
EPSS 0.3%
Auth Bypass Data Extraction Agent Framework
flowise 4 ATLAS
HIGH EXPLOIT AVAIL

Milvus: weak hash allows RBAC grantee impersonation

CVE-2026-10814
7.0
EPSS 0.1%
Auth Bypass Data Extraction Privacy Violation RAG Framework
milvus CWE-327 7 4 ATLAS
HIGH EXPLOIT AVAIL

MLflow: AI Gateway leaks cloud credentials via env injection

CVE-2026-4035
7.7
EPSS 0.3%
Data Extraction Auth Bypass Code Execution Framework API Inference
mlflow CWE-201 655 5 ATLAS
HIGH EXPLOIT AVAIL

jupyter-server: path traversal exposes sibling dir files

CVE-2026-5422
8.1
EPSS 0.5%
Data Extraction Code Execution Framework Training Data
jupyter CWE-23 1.9K 4 ATLAS
HIGH EXPLOIT AVAIL

Langflow: DoS via uncontrolled resource consumption

CVE-2026-7528
7.5
EPSS 0.2%
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 0.4%
Auth Bypass Data Extraction Inference API
litellm CWE-863 6 5 ATLAS
HIGH EXPLOIT AVAIL

LiteLLM: RBAC bypass enables proxy admin escalation

CVE-2026-47101
8.8
EPSS 0.5%
Auth Bypass Data Extraction API Inference Framework
litellm CWE-863 6 5 ATLAS
HIGH EXPLOIT AVAIL

Bert-VITS2: path traversal exposes ML training filesystem

CVE-2026-8756
7.3
EPSS 0.5%
Data Extraction Code Execution Framework Training Data
CWE-22 4 ATLAS
HIGH EXPLOIT AVAIL

nnU-Net: prompt injection hijacks CI/CD triage agent

CVE-2026-44246
7.2
EPSS 0.2%
Prompt Injection Code Execution Agent Plugin
claude-code 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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