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 565 results — Medium severity, Active exploitation
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
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
MEDIUMEXPLOIT AVAIL

Chainlit: IDOR lets users tamper with others' feedback

CVE-2026-82290
5.3
EPSS 0.3%
Auth BypassFrameworkTraining Data
chainlitCWE-639412 ATLAS
MEDIUMEXPLOIT AVAIL

crewai-tools: SQLi in NL2SQLTool allows DB compromise

CVE-2026-37009
6.5
EPSS 0.4%
Code ExecutionData ExtractionAgentPlugin
3 ATLAS
MEDIUMEXPLOIT AVAIL

Veno File Manager: unauth log disclosure via broken ACL

CVE-2026-37067
5.3
EPSS 0.3%
Data LeakageAuth BypassPlugin
2 ATLAS
MEDIUMEXPLOIT AVAIL

Booking Calendar: IDOR enables employee account takeover

CVE-2026-14212
4.7
EPSS 0.3%
Auth BypassPlugin
MEDIUMEXPLOIT AVAIL

PraisonAI: TOCTOU SSRF in webhook validation

CVE-2026-55535
6.8
EPSS 0.3%
Data LeakageAuth BypassAgentAPI
PraisonAIPatch: 4.6.58CWE-36713 ATLAS
MEDIUMEXPLOIT AVAIL

PraisonAI: missing authz lets agent mass-rewrite files

CVE-2026-55530
6.1
EPSS 0.2%
Auth BypassCode ExecutionAgentFramework
praisonaiagentsPatch: 1.6.58CWE-862203 ATLAS
MEDIUMEXPLOIT AVAIL

PraisonAI: unauth memory exhaustion via MCP sessions

CVE-2026-55531
6.5
EPSS 0.5%
DoSAgent
PraisonAIPatch: 4.6.58CWE-40012 ATLAS
MEDIUMEXPLOIT AVAIL

PraisonAI: MCP origin-check bypass runs local tools

CVE-2026-55529
6.9
EPSS 0.2%
Auth BypassCode ExecutionAgentPlugin
PraisonAIPatch: 4.6.58CWE-30614 ATLAS
MEDIUMEXPLOIT AVAIL

Ech0: scope bypass exposes comment admin endpoints

CVE-2026-79672
5.5
EPSS 0.3%
Auth BypassFramework
CWE-862
MEDIUMEXPLOIT AVAIL

BentoML: SSRF via unfiltered CGNAT range

CVE-2026-78205
5.8
EPSS 0.4%
Data LeakageAuth BypassInferenceFramework
bentomlCWE-918232 ATLAS
MEDIUMEXPLOIT AVAIL

FiboSearch: unauthenticated AJAX leaks password-protected products

CVE-2026-16612
5.3
EPSS 0.3%
Auth BypassData LeakagePrivacy ViolationPlugin
MEDIUMEXPLOIT AVAIL

tract: malformed ONNX model triggers buffer flaw

CVE-2026-75093
4.3
EPSS 0.6%
Supply ChainDoSModelInference
CWE-1203 ATLAS
MEDIUMEXPLOIT AVAIL

MLflow: missing authZ lets users forge dataset lineage

CVE-2026-69146
6.5
EPSS 0.4%
Auth BypassModel PoisoningFrameworkTraining DataAPI
mlflowPatch: 3.15.0CWE-8626952 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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