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
3,023

AI/ML CVEs Tracked

424

Critical

115

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 3023 results
HIGH

snorkel: RCE via insecure model checkpoint loading

CVE-2026-31222
8.8
EPSS 0.4%
Code Execution Supply Chain Model Training Data
snorkel CWE-502 24.4K 4 ATLAS
HIGH

pytorch-lightning: RCE via insecure checkpoint deserialization

CVE-2026-31221
7.8
EPSS 0.4%
Supply Chain Code Execution Framework Model
pytorch-lightning CWE-502 1.7K 4 ATLAS
UNKNOWN

optimate: RCE via unsafe torch.load() deserialization

CVE-2026-31219
--
EPSS 0.6%
Supply Chain Code Execution Model Training Data
4 ATLAS
UNKNOWN

optimate: unsafe torch.load() enables RCE via model file

CVE-2026-31218
--
EPSS 0.6%
Supply Chain Code Execution Model Training Data
4 ATLAS
CRITICAL

torch-checkpoint: unsafe pickle deserialization RCE

CVE-2026-31214
9.8
EPSS 0.5%
Code Execution Supply Chain Model Training Data
4 ATLAS
HIGH EXPLOIT AVAIL

MLflow: path traversal allows unauthenticated file read

CVE-2026-2614
7.5
EPSS 0.7%
Auth Bypass Data Extraction Framework Training Data
mlflow Patch: 3.10.0 CWE-22 680 5 ATLAS
MEDIUM EXPLOIT AVAIL

local-deep-research: HTML injection enables SSRF via WeasyPrint

CVE-2026-43979
5.0
EPSS 0.3%
Data Extraction DoS Framework API
local-deep-research Patch: 1.6.0 CWE-79 1.7K 4 ATLAS
CRITICAL EXPLOIT AVAIL

Flowise: SSRF in agent tools bypasses security wrapper

CVE-2026-43995
9.8
EPSS 0.4%
Code Execution Data Extraction Auth Bypass Agent Framework Plugin
flowise 5 ATLAS
HIGH EXPLOIT AVAIL

MLflow: SSRF in webhook URL enables cloud credential theft

CVE-2026-2393
7.1
EPSS 0.3%
Data Extraction Auth Bypass Framework
mlflow Patch: 3.9.0 CWE-918 680 4 ATLAS
HIGH

Crabbox: path traversal enables arbitrary file wipe

CVE-2026-45224
7.1
EPSS 0.1%
Supply Chain DoS Agent
crabbox 4 3 ATLAS
HIGH EXPLOIT AVAIL

Crabbox: coordinator auth bypass via forged admin claim

CVE-2026-45223
8.8
EPSS 0.4%
Auth Bypass Agent
crabbox 4 4 ATLAS
HIGH

flash-attention: RCE via unsafe checkpoint deserialization

CVE-2026-31253
7.3
EPSS 0.2%
Code Execution Supply Chain Framework Training Data
flash_attn CWE-94 24.4K 4 ATLAS
UNKNOWN

CosyVoice: RCE via unsafe torch.load() deserialization

CVE-2026-31252
--
EPSS 0.1%
Supply Chain Code Execution Model Framework
5 ATLAS
UNKNOWN

CosyVoice: RCE via unsafe torch.load() deserialization

CVE-2026-31251
--
EPSS 0.2%
Supply Chain Code Execution Model Inference
4 ATLAS
UNKNOWN

CosyVoice: RCE via unsafe torch.load() in model averaging

CVE-2026-31250
--
EPSS 0.2%
Supply Chain Code Execution Model Training Data
4 ATLAS
UNKNOWN

CosyVoice: insecure deserialization RCE via .pt files

CVE-2026-31249
--
EPSS 0.2%
Code Execution Supply Chain Training Data Model
3 ATLAS
HIGH EXPLOIT AVAIL

BentoML: Dockerfile injection enables build-time RCE

CVE-2026-44346
8.8
EPSS 0.3%
Supply Chain Code Execution Framework Inference
bentoml Patch: 1.4.39 CWE-78 20 5 ATLAS
HIGH EXPLOIT AVAIL

BentoML: unsanitized base_image allows Dockerfile RCE

CVE-2026-44345
8.8
EPSS 0.3%
Supply Chain Code Execution Framework
bentoml Patch: 1.4.39 CWE-78 20 4 ATLAS
HIGH EXPLOIT AVAIL

open-webui: IDOR exposes cross-user AI memory data

CVE-2026-44570
8.3
EPSS 0.3%
Auth Bypass Data Extraction Privacy Violation API Agent
open-webui Patch: 0.6.19 CWE-639 4 5 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: auth bypass allows message tampering

CVE-2026-44571
6.5
EPSS 0.3%
Auth Bypass Prompt Injection API Framework
open-webui Patch: 0.8.6 CWE-862 4 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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