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 1527 results — Medium severity
MEDIUM

Langflow: stored XSS in Playground chat UI

CVE-2026-8447
6.1
EPSS 0.3%
Code ExecutionData LeakageFrameworkAgent
langflowCWE-792 ATLAS
MEDIUMEXPLOIT AVAIL

tokenizers: malformed vocab crashes process (DoS)

CVE-2026-85670
6.5
EPSS 0.5%
DoSSupply ChainInferenceTraining Data
tokenizersCWE-78716.9K3 ATLAS
MEDIUMEXPLOIT AVAIL

SiYuan: auth bypass leaks hidden notebook files

CVE-2026-85578
6.5
EPSS 0.4%
Auth BypassData LeakageRAG
CWE-8622 ATLAS
MEDIUMEXPLOIT AVAIL

SiYuan: broken authz leaks DB schema & block IDs

CVE-2026-72800
5.8
EPSS 0.3%
Auth BypassData LeakageAPI
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260724103335-f36331956ae9CWE-8623.0K2 ATLAS
MEDIUMEXPLOIT AVAIL

SiYuan: auth bypass exposes private notebook content

CVE-2026-72805
5.8
EPSS 0.3%
Auth BypassData LeakagePrivacy ViolationRAGAPI
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260723163028-931ba693375eCWE-8623.0K1 ATLAS
MEDIUMEXPLOIT AVAIL

SiYuan: broken auth on refreshBacklink enables DoS

CVE-2026-72812
6.5
EPSS 0.4%
Auth BypassDoSFramework
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260723002528-7d273c271ce1CWE-8623.0K2 ATLAS
MEDIUMEXPLOIT AVAIL

ckan-mcp-server: cache key collision enables poisoning

CVE-2026-73846
6.5
EPSS 0.2%
Prompt InjectionAgentPlugin
CWE-3452 ATLAS
MEDIUM

n8n: IDOR exposes workflow data across projects

CVE-2026-85173
--
EPSS 0.3%
Auth BypassData LeakagePrivacy ViolationAgentAPI
n8n163 ATLAS
MEDIUM

n8n: SSRF bypass via uri/url validation mismatch

CVE-2026-85172
--
EPSS 0.3%
Auth BypassData LeakageAgentPlugin
n8nCWE-918162 ATLAS
MEDIUM

n8n: query injection turns lookup into full DB read

CVE-2026-85167
--
EPSS 0.4%
Data ExtractionData LeakageAuth BypassAgentPlugin
n8nCWE-943162 ATLAS
MEDIUM

InsydeH2O UEFI: buffer overflow in PlatformLangCodes var

CVE-2021-43614
6.7
EPSS 0.2%
DoSInference
InsydeH2O271 ATLAS
MEDIUM

InsydeH2O UEFI: password hashes exposed, privesc risk

CVE-2021-43613
6.5
EPSS 0.1%
Data LeakageAuth BypassInference
InsydeH2O271 ATLAS
MEDIUM

LiteLLM: param injection leaks provider API keys

CVE-2026-84377
6.5
EPSS 0.5%
Data LeakageAuth BypassAPIInference
litellmPatch: 1.88.6CWE-91863 ATLAS
MEDIUM

APM Server: memory-exhaustion DoS via source maps

CVE-2026-78594
4.9
EPSS 0.5%
DoSFramework
Apm Server1 ATLAS
MEDIUM

Kibana: missing authz leaks APM server credentials

CVE-2026-78608
6.5
EPSS 0.4%
Auth BypassData LeakagePluginAPI
1 ATLAS
MEDIUM

Filament: stale TOTP code stays valid, bypassing MFA reuse block

CVE-2026-84306
6.5
EPSS 0.4%
Auth BypassFramework
CWE-294
MEDIUMEXPLOIT AVAIL

pdfme: XSS via unsanitized i18n labels in Designer

CVE-2026-82865
4.4
EPSS 0.2%
Code ExecutionData LeakageFramework
CWE-792 ATLAS
MEDIUMEXPLOIT AVAIL

browser-use web-ui: stores LLM API keys in cleartext

CVE-2026-82640
5.5
EPSS 0.1%
Data LeakagePrivacy ViolationAgentAPI
CWE-3124 ATLAS
MEDIUMEXPLOIT AVAIL

browser-use: arbitrary directory creation via paths

CVE-2026-82637
5.3
EPSS 0.4%
Auth BypassDoSAgentFramework
browser-useCWE-73751 ATLAS
MEDIUMEXPLOIT AVAIL

ash_paper_trail: sensitive fields leak in version logs

CVE-2026-75847
--
EPSS 0.1%
Data LeakagePrivacy ViolationFramework
1 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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