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

95

New This Week

25

In CISA KEV

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

Latest AI Security Threats

Showing 20 of 1527 results — Medium severity
MEDIUM

Langflow: SSRF bypass exposes internal network/cloud data

CVE-2026-7657
6.5
EPSS 0.4%
Data ExtractionAuth BypassFrameworkAgent
Langflow OSS4 ATLAS
MEDIUM

Langflow: path traversal via MCP leaks JWT secret

CVE-2026-7646
6.5
EPSS 0.5%
Data ExtractionAuth BypassPrivacy ViolationFrameworkAgent
langflowCWE-223 ATLAS
MEDIUM

Ghost: staff API leaks other staff password hashes

CVE-2026-70590
4.8
EPSS 0.3%
Data LeakagePrivacy ViolationAPI
ghostPatch: 6.54.1CWE-2002 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: ReDoS via knowledge search DoS

CVE-2026-70493
6.5
EPSS 0.6%
DoSAgentRAG
open-webuiPatch: 0.11.0CWE-133323 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: shared tool source leaks hardcoded API keys

CVE-2026-70491
6.5
EPSS 0.5%
Data LeakageAuth BypassPluginAgent
open-webuiPatch: 0.11.0CWE-20023 ATLAS
MEDIUM

open-webui: terminal WebSocket bypasses role gate

CVE-2026-70490
6.3
EPSS 0.3%
Auth BypassCode ExecutionPluginAgent
open-webuiPatch: 0.11.0CWE-86323 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: automation rule parsing freezes server

CVE-2026-70489
6.5
EPSS 0.6%
DoSAgentFramework
open-webuiPatch: 0.11.0CWE-40023 ATLAS
MEDIUM

Open WebUI: DNS-rebind SSRF bypasses URL check

CVE-2026-54020
6.3
EPSS 0.3%
Data ExtractionPrivacy ViolationRAGFrameworkAPI
open-webuiPatch: 0.11.0CWE-36723 ATLAS
MEDIUM

Open WebUI: IDOR leaks other users' RAG file content

CVE-2026-70487
5.3
EPSS 0.4%
Auth BypassData LeakagePrivacy ViolationRAGPlugin
open-webuiPatch: 0.11.0CWE-86222 ATLAS
MEDIUM

open-webui: broken authz lets users delete others' KB data

CVE-2026-70488
4.3
EPSS 0.4%
Auth BypassDoSRAGFramework
open-webuiPatch: 0.11.0CWE-6392
MEDIUM

open-webui: image-gen permission bypass in chat API

CVE-2026-70484
4.3
EPSS 0.4%
Auth BypassFrameworkAPIPlugin
open-webuiPatch: 0.11.0CWE-86222 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: client-side SSRF via Vega chart rendering

CVE-2026-70480
4.1
EPSS 0.3%
Data LeakageData ExtractionFrameworkRAG
open-webuiPatch: 0.11.0CWE-91822 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: members can edit/delete others' channel messages

CVE-2026-70481
5.4
EPSS 0.4%
Auth BypassDoSFrameworkAPI
open-webuiPatch: 0.11.0CWE-28421 ATLAS
MEDIUM

Flowise: missing auth on TTS drains owner's API budget

GHSA-8gj2-2cvc-6xx7
--
Auth BypassDoSAgentAPI
flowisePatch: 3.1.4CWE-8623 ATLAS
MEDIUM

Flowise: credential API leaks plaintext DB/cloud secrets

GHSA-rwrp-9823-p2xq
6.5
Data LeakagePrivacy ViolationAgentFramework
flowisePatch: 3.1.3CWE-2003 ATLAS
MEDIUM

Triton Inference Server: path traversal via MLflow plugin

CVE-2026-47487
4.4
EPSS 0.2%
Data LeakageDoSInferencePlugin
1 ATLAS
MEDIUM

marimo: PEP-723 config injection steals API keys

CVE-2026-67618
6.5
EPSS 0.3%
Data LeakageSupply ChainSocial EngineeringFrameworkAPI
CWE-3454 ATLAS
MEDIUM

Flowise: IDOR exposes customer PII and billing data

GHSA-2364-jh4q-m9vm
--
Auth BypassData LeakagePrivacy ViolationFrameworkAgent
flowisePatch: 3.1.3CWE-6392 ATLAS
MEDIUMEXPLOIT AVAIL

core-php-admin-panel: SQL injection via filter_col param

CVE-2026-18766
6.3
EPSS 0.3%
Data LeakagePrivacy ViolationFramework
core-php-admin-panel5141 ATLAS
MEDIUMEXPLOIT AVAIL

Contest Gallery WP: broken auth leaks OpenAI prompts

CVE-2026-16056
4.3
EPSS 0.3%
Auth BypassData LeakagePluginAPI
3 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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