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
4,307

AI/ML CVEs Tracked

533

Critical

96

New This Week

25

In CISA KEV

Sort:DateCVSSEPSSKEV firstMost exploited
Filter:AllCriticalHighMediumKEV onlyActive exploitationHas patchNo patch

Latest AI Security Threats

Showing 20 of 544 results — Medium severity, has patch
MEDIUM

Shopper: authz bypass lets any user mutate product data

CVE-2026-47742
6.5
EPSS 0.2%
Auth BypassFramework
shopper/frameworkPatch: 2.8.0CWE-8625143 ATLAS
MEDIUM

CAPM3: cross-namespace auth bypass exposes K8s secrets

GHSA-rf84-wr5g-m3rp
5.5
Auth BypassData LeakageFramework
github.com/metal3-io/cluster-api-provider-metal3Patch: 1.11.8CWE-8633 ATLAS
MEDIUMEXPLOIT AVAIL

local-deep-research: SSRF via URL parser differential bypass

CVE-2026-46526
5.0
EPSS 0.3%
Auth BypassData ExtractionAgent
local-deep-researchPatch: 1.6.10CWE-9183 ATLAS
MEDIUM

Kirby CMS: auth bypass leaks admin emails via content lock

CVE-2026-45334
--
EPSS 0.4%
Data ExtractionPrivacy ViolationAuth BypassFramework
getkirby/cmsPatch: 4.9.1CWE-8625144 ATLAS
MEDIUMEXPLOIT AVAIL

Gradio: cookie injection hijacks cross-Space sessions

CVE-2026-48545
6.8
EPSS 0.4%
Auth BypassPrivacy ViolationData LeakageInferenceFramework
gradioPatch: 6.15.0CWE-3847353 ATLAS
MEDIUM

Spring AI: path traversal via LLM-chosen filenames

CVE-2026-41863
6.5
EPSS 0.4%
Code ExecutionPrompt InjectionFrameworkAgent
org.springframework.ai:spring-ai-anthropicPatch: 1.1.7CWE-226.3K3 ATLAS
MEDIUMEXPLOIT AVAIL

MLflow: missing authz exposes all model versions

CVE-2026-2734
6.5
EPSS 0.4%
Auth BypassData ExtractionPrivacy ViolationFrameworkModel
mlflowPatch: 3.10.0CWE-2846954 ATLAS
MEDIUM

Flowise: cross-workspace chatflow config disclosure

GHSA-c2c9-mfw7-p8hw
--
Auth BypassData ExtractionAgentFramework
flowisePatch: 3.1.2CWE-8635 ATLAS
MEDIUM

Flowise: mass assignment bypasses password controls

GHSA-59fh-9f3p-7m39
--
Auth BypassAgent
flowisePatch: 3.1.2CWE-9154 ATLAS
MEDIUM

Flowise: hardcoded CORS wildcard enables drive-by credential abuse

GHSA-m837-xvxr-vqwg
--
Auth BypassData ExtractionAgentAPI
flowisePatch: 3.1.2CWE-9424 ATLAS
MEDIUM

n8n: path traversal bypasses file access restriction

GHSA-2vx9-7wpg-88jq
6.4
Data ExtractionAuth BypassCode ExecutionAgentFrameworkPlugin
n8nPatch: 2.19.3CWE-22165 ATLAS
MEDIUM

n8n-mcp: telemetry leak exposes workflow URL secrets

CVE-2026-45582
6.5
EPSS 0.3%
Data LeakagePrivacy ViolationAgentPlugin
n8n-mcpPatch: 2.51.3CWE-201163 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: unauth endpoint drains embedding budget/DoS

CVE-2026-45667
6.5
EPSS 0.3%
Auth BypassDoSInferenceAPI
open-webuiPatch: 0.8.0CWE-86225 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: IDOR exposes cross-user note data

CVE-2026-45666
6.5
EPSS 0.3%
Auth BypassData ExtractionPrivacy ViolationAPIFramework
open-webuiPatch: 0.8.11CWE-63924 ATLAS
MEDIUMEXPLOIT AVAILSCANNER

Open WebUI: unauthenticated RAG config leaks AI pipeline

CVE-2026-45397
5.3
EPSS 0.8%
Auth BypassData ExtractionRAGFramework
open-webuiPatch: 0.9.5CWE-30626 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: mass assignment enables leaderboard poisoning

CVE-2026-45396
5.4
EPSS 0.3%
Auth BypassModel PoisoningPrivacy ViolationFrameworkModel
open-webuiPatch: 0.9.5CWE-91525 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: system prompt leakage via model read API

CVE-2026-45387
4.3
EPSS 0.2%
Data LeakageAuth BypassPrivacy ViolationModelAPIFramework
open-webuiPatch: 0.9.5CWE-20024 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: auth bypass lets read-only users pin messages

CVE-2026-45386
4.3
EPSS 0.3%
Auth BypassAPIAgent
open-webuiPatch: 0.9.5CWE-63923 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: IDOR lets members tamper with admin messages

CVE-2026-45385
4.3
EPSS 0.3%
Auth BypassPrivacy ViolationAPIFramework
open-webuiPatch: 0.9.5CWE-63923 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: auth bypass exposes admin-restricted models

CVE-2026-45365
5.4
EPSS 0.2%
Auth BypassInferenceAPI
open-webuiPatch: 0.8.11CWE-28524 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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