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
3,591

AI/ML CVEs Tracked

481

Critical

96

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 2346 results — no patch
HIGH EXPLOIT AVAIL

Cohere North: WebSocket leak exposes session data

CVE-2025-61164
7.5
EPSS 0.3%
Data Leakage Auth Bypass Agent API
3 ATLAS
CRITICAL EXPLOIT AVAIL

Cohere North AI: missing Origin check enables CSWSH

CVE-2025-61163
9.8
EPSS 0.3%
Auth Bypass Data Leakage Agent API
3 ATLAS
HIGH

Cohere North AI: IDOR allows overwriting any user record

CVE-2025-61162
7.5
EPSS 0.2%
Auth Bypass Privacy Violation API Agent
2 ATLAS
MEDIUM EXPLOIT AVAIL

Booking Calendar: IDOR enables employee account takeover

CVE-2026-14212
4.7
EPSS 0.3%
Auth Bypass Plugin
LOW

InsydeH2O: SMM buffer overflow in IHISI FMTS handler

CVE-2026-9805
2.7
EPSS 0.1%
Code Execution DoS Inference Training Data
InsydeH2O 27 1 ATLAS
MEDIUM

X-AnyLabeling: MITM model swap yields RCE via torch.load

CVE-2026-79785
5.9
EPSS 0.2%
Supply Chain Code Execution Model Inference
CWE-295 3 ATLAS
HIGH

Vocos: RCE via unrestricted class loading in model config

CVE-2026-79784
8.8
EPSS 0.3%
Supply Chain Code Execution Model Inference
CWE-470 4 ATLAS
HIGH EXPLOIT AVAIL

mcp-shell: insecure defaults allow full shell RCE

CVE-2026-55580
--
EPSS 0.2%
Code Execution Prompt Injection Agent Plugin
CWE-78 4 ATLAS
HIGH EXPLOIT AVAIL

mcp-shell: bash allowlist bypass grants RCE, no auth

CVE-2026-55581
8.4
EPSS 0.3%
Code Execution Auth Bypass Agent Plugin
CWE-78 3 ATLAS
HIGH EXPLOIT AVAIL

mcp-shell: secure mode bypass via git alias RCE

CVE-2026-55582
8.4
EPSS 0.2%
Code Execution Auth Bypass Agent Plugin
CWE-78 4 ATLAS
MEDIUM EXPLOIT AVAIL

Ech0: scope bypass exposes comment admin endpoints

CVE-2026-79672
5.5
EPSS 0.2%
Auth Bypass Framework
CWE-862
HIGH EXPLOIT AVAIL

Ech0: scoped admin token bypass exposes full DB export

CVE-2026-79667
7.6
EPSS 0.2%
Auth Bypass Data Leakage Privacy Violation Framework
1 ATLAS
MEDIUM

vLLM: unauthenticated DoS via DeepStream decode bypass

CVE-2026-78684
5.3
EPSS 0.3%
DoS Inference
vllm CWE-400 92 3 ATLAS
HIGH

Filament: recovery codes bypass app-based MFA

CVE-2026-77567
8.1
EPSS 0.3%
Auth Bypass Framework
CWE-287
HIGH EXPLOIT AVAIL

Label Studio: IDOR exposes cross-org annotations

CVE-2026-76073
8.8
EPSS 0.3%
Auth Bypass Data Leakage Model Poisoning Training Data API
label-studio 2 4 ATLAS
CRITICAL

DrayTek VigorAP: pre-auth UDP command injection to root

CVE-2026-71914
9.8
EPSS 3.1%
Code Execution Plugin
HIGH EXPLOIT AVAIL

Xinference: RCE via forced trust_remote_code=True

CVE-2026-76841
8.8
EPSS 0.7%
Code Execution Supply Chain Inference Model Framework
CWE-94 4 ATLAS
MEDIUM

adm-zip: arbitrary file overwrite via symlink extraction

CVE-2026-76845
6.5
EPSS 0.1%
Code Execution Supply Chain Framework Agent
adm-zip CWE-59 2 1 ATLAS
HIGH

Velociraptor: NOTEBOOK_EDIT users can overwrite artifacts

CVE-2026-19200
8.9
EPSS 0.2%
Auth Bypass Code Execution Framework Plugin
2 ATLAS
MEDIUM EXPLOIT AVAIL

BentoML: SSRF via unfiltered CGNAT range

CVE-2026-78205
5.8
EPSS 0.3%
Data Leakage Auth Bypass Inference Framework
bentoml CWE-918 20 2 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?

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