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
3,590

AI/ML CVEs Tracked

481

Critical

95

New This Week

24

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 481 results — Critical severity
CRITICAL EXPLOIT AVAIL

picklescan: blocklist bypass enables full RCE

CVE-2026-3490
10.0
EPSS 0.6%
Supply Chain Code Execution Model Framework
picklescan CWE-183 3 5 ATLAS
CRITICAL EXPLOIT AVAIL

picklescan: scanner bypass enables RCE via model files

CVE-2025-71325
9.8
EPSS 0.5%
Supply Chain Code Execution Model Framework
picklescan 3 4 ATLAS
CRITICAL EXPLOIT AVAIL

picklescan: ctypes bypass enables full RCE via pickle files

CVE-2025-71323
9.8
EPSS 0.8%
Supply Chain Code Execution Framework Model
picklescan 3 5 ATLAS
CRITICAL EXPLOIT AVAIL

picklescan: blocklist bypass allows arbitrary file write/RCE

CVE-2025-71321
9.8
EPSS 0.6%
Supply Chain Code Execution DoS Framework Model Training Data
picklescan 3 4 ATLAS
CRITICAL EXPLOIT AVAIL

picklescan: deny-list bypass enables arbitrary RCE

CVE-2025-71320
9.8
EPSS 0.6%
Supply Chain Code Execution Model Framework
picklescan 3 4 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 377 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 377 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 377 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 377 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 377 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 377 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 377 4 ATLAS
CRITICAL

LiteLLM: auth bypass via Host header spoofing

CVE-2026-49468
8.1
EPSS 0.8%
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
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 EXPLOIT AVAIL

vllm: auth bypass exposes OpenAI inference API

CVE-2026-48746
9.1
EPSS 1.2%
Auth Bypass DoS Data Extraction Inference API
vllm Patch: 0.22.0 CWE-444 92 6 ATLAS
CRITICAL EXPLOIT AVAIL

Langflow: unauthenticated RCE via Shareable Playground

CVE-2026-48519
9.6
EPSS 0.8%
Code Execution Auth Bypass Framework Agent
langflow Patch: 1.9.2 CWE-94 5 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 3 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 SCANNER

Flowise: sandbox escape enables authenticated RCE

CVE-2026-46442
9.9
EPSS 36.3%
Code Execution Auth Bypass Agent Framework
flowise CWE-94 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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