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
3,021

AI/ML CVEs Tracked

424

Critical

114

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 1076 results — has patch
CRITICAL EXPLOIT AVAIL

langroid: Prompt-to-SQL injection enables RCE on DB host

CVE-2026-25879
9.8
EPSS 0.6%
Prompt Injection Code Execution Data Extraction Agent Framework
langroid Patch: 0.63.0 CWE-89 4 6 ATLAS
HIGH

Kirby CMS: Stored XSS via javascript: URI scheme bypass

CVE-2026-45368
--
EPSS 0.3%
Code Execution Auth Bypass Social Engineering Framework Plugin
getkirby/cms Patch: 4.9.1 CWE-79 499 3 ATLAS
MEDIUM

Kirby CMS: auth bypass leaks admin emails via content lock

CVE-2026-45334
--
EPSS 0.2%
Data Extraction Privacy Violation Auth Bypass Framework
getkirby/cms Patch: 4.9.1 CWE-862 499 4 ATLAS
MEDIUM EXPLOIT AVAIL

Gradio: cookie injection hijacks cross-Space sessions

CVE-2026-48545
6.8
EPSS 0.4%
Auth Bypass Privacy Violation Data Leakage Inference Framework
gradio Patch: 6.15.0 CWE-384 673 3 ATLAS
UNKNOWN

Kirby CMS: auth bypass exposes restricted page drafts

CVE-2026-44176
--
EPSS 0.2%
Auth Bypass Data Leakage Framework
getkirby/cms Patch: 4.9.1 CWE-862 499 3 ATLAS
UNKNOWN

Kirby CMS: stored XSS in list field enables session hijack

CVE-2026-44175
--
EPSS 0.3%
Code Execution Auth Bypass API
getkirby/cms Patch: 4.9.1 CWE-79 499 4 ATLAS
HIGH

Kirby: unsafe reflection allows privilege escalation

CVE-2026-44174
--
EPSS 0.3%
Auth Bypass Data Extraction Code Execution API Framework
getkirby/cms Patch: 4.9.1 CWE-470 499 3 ATLAS
MEDIUM

Spring AI: path traversal via LLM-chosen filenames

CVE-2026-41863
6.5
EPSS 0.4%
Code Execution Prompt Injection Framework Agent
org.springframework.ai:spring-ai-anthropic Patch: 1.1.7 CWE-22 6.3K 3 ATLAS
HIGH

transformers: config.json RCE bypasses trust_remote_code

CVE-2026-4372
7.8
EPSS 0.5%
Supply Chain Code Execution Model Framework
transformers Patch: 5.3.0 CWE-502 9.2K 4 ATLAS
CRITICAL EXPLOIT AVAIL

Boxlite: read-only bypass enables host code execution

CVE-2026-46695
10.0
EPSS 0.3%
Code Execution Supply Chain Data Leakage Agent Framework
boxlite-cli Patch: 0.9.0 CWE-284 4 ATLAS
HIGH EXPLOIT AVAIL

LiteLLM: privilege escalation to proxy_admin via /user/update

CVE-2026-47102
8.8
EPSS 0.7%
Auth Bypass Data Extraction Inference API
litellm Patch: 1.83.10 CWE-863 6 5 ATLAS
HIGH EXPLOIT AVAIL

LiteLLM: RBAC bypass enables proxy admin escalation

CVE-2026-47101
8.8
EPSS 0.7%
Auth Bypass Data Extraction API Inference Framework
litellm Patch: 1.83.14 CWE-863 6 5 ATLAS
HIGH EXPLOIT AVAIL

mcp-server-kubernetes: auth bypass enables full cluster RCE

CVE-2026-46519
8.8
EPSS 0.4%
Auth Bypass Code Execution Agent Plugin
mcp-server-kubernetes Patch: 3.6.0 CWE-863 1 5 ATLAS
HIGH

SageMaker SDK: cleartext HMAC key enables model artifact RCE

CVE-2026-8596
7.2
EPSS 0.4%
Data Leakage Code Execution Supply Chain Inference Model Framework
sagemaker Patch: 2.257.2 CWE-312 51 4 ATLAS
HIGH EXPLOIT AVAIL

lmdeploy: hardcoded trust_remote_code enables RCE

CVE-2026-46432
7.8
EPSS 0.1%
Supply Chain Code Execution Inference Model Framework
lmdeploy Patch: 0.13.0 CWE-94 9.2K 5 ATLAS
MEDIUM EXPLOIT AVAIL

MLflow: missing authz exposes all model versions

CVE-2026-2734
6.5
EPSS 0.4%
Auth Bypass Data Extraction Privacy Violation Framework Model
mlflow Patch: 3.10.0 CWE-284 680 4 ATLAS
MEDIUM

Flowise: cross-workspace chatflow config disclosure

GHSA-c2c9-mfw7-p8hw
--
Auth Bypass Data Extraction Agent Framework
flowise Patch: 3.1.2 CWE-863 5 ATLAS
MEDIUM

Flowise: mass assignment bypasses password controls

GHSA-59fh-9f3p-7m39
--
Auth Bypass Agent
flowise Patch: 3.1.2 CWE-915 4 ATLAS
MEDIUM

Flowise: hardcoded CORS wildcard enables drive-by credential abuse

GHSA-m837-xvxr-vqwg
--
Auth Bypass Data Extraction Agent API
flowise Patch: 3.1.2 CWE-942 4 ATLAS
HIGH EXPLOIT AVAIL

diffusers: TOCTOU race bypasses trust_remote_code, RCE

CVE-2026-45804
7.5
EPSS 0.3%
Supply Chain Code Execution Framework Model
diffusers Patch: 0.38.0 CWE-367 425 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.

Need deeper analysis?

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

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