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
2,385

AI/ML CVEs Tracked

340

Critical

373

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 229 results — Critical severity, no patch
CRITICAL

Oracle Coherence: unauthenticated HTTPS takeover

CVE-2026-35304
9.8
EPSS 0.5%
Auth Bypass Code Execution Data Extraction API Inference Framework
coherence 653 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
CWE-358 6 ATLAS
CRITICAL

Oracle APM: unauthenticated write/DoS via JVM Diagnostics

CVE-2026-46858
9.1
EPSS 0.4%
Auth Bypass DoS Data Extraction Inference Framework
APM - Application Performance Management 4 ATLAS
CRITICAL

OpenClaw: approval scope bypass via reconnection state

CVE-2026-53838
9.8
EPSS 0.2%
Auth Bypass Code Execution Agent Framework
OpenClaw CWE-367 4 4 ATLAS 1 incident
CRITICAL EXPLOIT AVAIL

Boxlite: OCI symlink traversal enables host RCE

CVE-2026-46703
9.6
EPSS 0.5%
Supply Chain Code Execution Agent Inference
boxlite CWE-22 5 ATLAS
CRITICAL EXPLOIT AVAIL

Flowise: sandbox escape enables authenticated RCE

CVE-2026-46442
9.9
EPSS 0.8%
Code Execution Auth Bypass Agent Framework
flowise CWE-94 5 ATLAS
CRITICAL EXPLOIT AVAIL

Flowise: mass assignment breaks multi-tenant isolation

CVE-2026-46441
9.6
EPSS 0.3%
Auth Bypass Data Extraction Agent Framework
flowise 4 ATLAS
CRITICAL EXPLOIT AVAIL

Flowise: plaintext auth brute-force, no rate limit

CVE-2026-46440
9.1
EPSS 0.3%
Auth Bypass Data Extraction Agent Framework
flowise CWE-522 5 ATLAS
CRITICAL

AVideo YPTSocket: Stored DOM XSS enables admin takeover

GHSA-8whc-2wmv-ww35
9.6
Auth Bypass Code Execution Data Extraction Plugin
WWBN/AVideo CWE-79 479 4 ATLAS
CRITICAL EXPLOIT AVAIL

transformers: trust_remote_code bypass enables RCE via model load

CVE-2026-5241
9.6
EPSS 0.4%
Supply Chain Code Execution Framework Model
transformers CWE-829 8.3K 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
CWE-94 6 ATLAS
CRITICAL

IBM WebSphere: RCE via JAX-WS deserialization (CVSS 9.0)

CVE-2026-9319
9.0
EPSS 0.4%
Code Execution Supply Chain Data Extraction API Inference Framework
CWE-502 4 ATLAS
CRITICAL

Langflow: RCE via symlink traversal in archive extraction

CVE-2026-7524
9.8
EPSS 0.6%
Code Execution Supply Chain Framework Agent
langflow CWE-22 4 ATLAS
CRITICAL

guardrails-ai: malicious 0.10.1 enables host compromise

CVE-2026-45758
9.6
EPSS 0.3%
Supply Chain Code Execution Framework Agent
guardrails-ai CWE-506 7 5 ATLAS
CRITICAL

mistralai 2.4.6: supply chain dropper executes on import

GHSA-wx9m-wx4f-4cmg
9.6
Supply Chain Code Execution API Framework
mistralai CWE-506 736 6 ATLAS
CRITICAL EXPLOIT AVAIL

ChromaDB: pre-auth RCE via trust_remote_code injection

CVE-2026-45829
--
EPSS 10.3%
Code Execution Auth Bypass Supply Chain RAG Framework Agent
chromadb CWE-94 1.2K 6 ATLAS
CRITICAL

guardrails-ai: RCE via malicious Hub package manifest

CVE-2026-31233
9.8
EPSS 0.6%
Supply Chain Code Execution Framework Plugin
guardrails-ai CWE-94 7 5 ATLAS
CRITICAL

mamba: RCE via unsafe torch.load() on model load

CVE-2026-31239
9.8
EPSS 0.4%
Supply Chain Code Execution Framework Model
mamba-ssm CWE-502 22.7K 5 ATLAS
CRITICAL

Ludwig: RCE via unsafe pickle deserialization in model serve

CVE-2026-31238
9.8
EPSS 0.5%
Code Execution Supply Chain Framework Model Inference
ludwig CWE-502 22.7K 4 ATLAS
CRITICAL

ART: torch.load() RCE via insecure deserialization

CVE-2026-31229
9.8
EPSS 0.6%
Supply Chain Code Execution Framework Model
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.

Need deeper analysis?

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

Start 14-Day Free Trial