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
3,018

AI/ML CVEs Tracked

424

Critical

113

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 372 results — Active exploitation, has patch
LOW EXPLOIT AVAIL

Open WebUI: unauth Socket.IO bypass alters doc state

CVE-2026-59715
3.1
EPSS 0.2%
Auth Bypass Framework
open-webui Patch: 0.10.0 CWE-306 4 1 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: ReDoS in skill mentions blocks event loop

CVE-2026-59220
6.5
EPSS 0.4%
DoS Framework Plugin
open-webui Patch: 0.10.0 CWE-1333 4 2 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: image-edit API bypasses admin permission gate

CVE-2026-59227
4.3
EPSS 0.3%
Auth Bypass API Plugin
open-webui Patch: 0.10.0 CWE-862 4 3 ATLAS
HIGH EXPLOIT AVAIL

Serena: unauth dashboard API enables RCE via memory poisoning

CVE-2026-49471
8.3
EPSS 0.3%
Auth Bypass Prompt Injection Code Execution Agent API
serena-agent Patch: 1.5.2 CWE-306 6 ATLAS
MEDIUM EXPLOIT AVAIL

onnx: crafted model triggers SIGSEGV in version_converter

CVE-2026-44512
5.5
EPSS 0.2%
DoS Supply Chain Model Framework
onnx Patch: 1.22.0 CWE-476 1.1K 3 ATLAS
UNKNOWN EXPLOIT AVAIL

Langroid: unvalidated LLM Cypher enables graph RCE

CVE-2026-55615
--
EPSS 0.4%
Prompt Injection Code Execution Data Leakage Agent Framework RAG
langroid Patch: 0.65.5 CWE-74 4 6 ATLAS
HIGH EXPLOIT AVAIL

vLLM: crafted spec-decoding request crashes GPU worker (DoS)

CVE-2026-54234
7.5
EPSS 0.4%
DoS Inference
vllm Patch: 0.24.0 CWE-20 130 2 ATLAS
MEDIUM EXPLOIT AVAIL

Coder: CORS bypass via workspace subdomain proxy

CVE-2026-55438
5.8
EPSS 0.1%
Auth Bypass Data Leakage Training Data API
github.com/coder/coder/v2 Patch: 2.34.2 CWE-346 6.2K 2 ATLAS
HIGH EXPLOIT AVAIL

Langroid: auth bypass invokes disabled tools via raw JSON

CVE-2026-54771
8.1
EPSS 0.3%
Auth Bypass Code Execution Agent Framework
langroid Patch: 0.65.3 CWE-74 4 3 ATLAS
CRITICAL EXPLOIT AVAIL

Langroid: prompt injection to RCE via broken eval() sandbox

CVE-2026-54769
10.0
EPSS 0.6%
Prompt Injection Code Execution Agent Framework
langroid Patch: 0.65.2 CWE-94 4 6 ATLAS
UNKNOWN EXPLOIT AVAIL

Langroid: SQLChatAgent regex bypass exposes pg_read_file

CVE-2026-54760
--
EPSS 0.6%
Auth Bypass Data Extraction Prompt Injection Agent Framework
langroid Patch: 0.65.1 CWE-22 4 3 ATLAS
MEDIUM EXPLOIT AVAIL

vLLM: audio upload OOMs process before size check

CVE-2026-55646
6.5
EPSS 0.3%
DoS Inference API
vllm Patch: 0.24.0 CWE-400 130 2 ATLAS
CRITICAL EXPLOIT AVAIL

Keras: safe_mode=None bypass enables Lambda RCE

CVE-2026-12481
9.8
EPSS 0.5%
Code Execution Supply Chain Framework Model
keras Patch: 3.12.3 CWE-502 1.5K 4 ATLAS
HIGH EXPLOIT AVAIL

Langroid: path traversal escapes sandboxed file tools

CVE-2026-50181
7.1
EPSS 0.2%
Auth Bypass Data Leakage Agent Framework
langroid Patch: 0.64.0 CWE-22 4 4 ATLAS
HIGH EXPLOIT AVAIL

Ray: RCE via pickle/torch deserialization in WebDataset

CVE-2026-57516
8.8
EPSS 0.6%
Supply Chain Code Execution Training Data Framework
ray Patch: 2.56.0 CWE-502 619 4 ATLAS
MEDIUM EXPLOIT AVAIL

Keras: incomplete fix reopens HDF5 arbitrary file read

CVE-2026-12480
5.5
EPSS 0.1%
Data Leakage Supply Chain Privacy Violation Model Training Data
keras Patch: 3.12.3 CWE-73 1.5K 4 ATLAS
CRITICAL EXPLOIT AVAIL

SiYuan: XSS→RCE via workspace sync in Electron app

CVE-2026-54158
9.9
EPSS 0.3%
Code Execution Data Extraction Supply Chain RAG Framework
github.com/siyuan-note/siyuan/kernel Patch: 0.0.0-20260628153353-2d5d72223df4 CWE-79 492 5 ATLAS
MEDIUM EXPLOIT AVAIL

Gogs: XSS via data URI in ipynb sanitizer endpoint

CVE-2026-52816
--
EPSS 0.5%
Code Execution Data Leakage Auth Bypass API
gogs.io/gogs Patch: 0.14.3 CWE-79 1.9K 5 ATLAS
HIGH EXPLOIT AVAIL

Gogs LFS: cross-tenant object disclosure via dedupe bypass

CVE-2026-52812
--
EPSS 0.2%
Data Extraction Auth Bypass Training Data Model
gogs.io/gogs Patch: 0.14.3 CWE-345 2.9K 5 ATLAS
HIGH EXPLOIT AVAIL

Gogs: Stored XSS via .ipynb Markdown re-render bypass

CVE-2026-52798
8.9
EPSS 0.3%
Code Execution Data Extraction Supply Chain Framework API
gogs.io/gogs Patch: 0.14.3 CWE-79 3.0K 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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