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.

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

Latest AI Security Threats

Showing 20 of 1346 results — Active exploitation, no patch
HIGHEXPLOIT AVAIL

MCP Atlassian: DNS rebinding bypasses SSRF protection

CVE-2026-77242
7.5
EPSS 0.3%
Data ExtractionAuth BypassAgentPluginAPI
mcp-atlassian23 ATLAS
MEDIUMEXPLOIT AVAIL

MCP Atlassian: filter bypass exposes Jira/Confluence data

CVE-2026-77252
6.5
EPSS 0.3%
Data LeakageAuth BypassAgentPluginAPI
mcp-atlassian24 ATLAS
CRITICALKEV

F5 BIG-IP APM: unauthenticated RCE via OAuth server

CVE-2026-94127
9.8
EPSS 26.6%
Code ExecutionAuth BypassAPIFramework
CWE-1222 ATLAS
MEDIUMEXPLOIT AVAIL

CKAN MCP Server: DNS-based SSRF reaches cloud metadata

CVE-2026-61612
5.7
EPSS 0.4%
Data ExtractionData LeakagePluginAgentAPI
CWE-9184 ATLAS
MEDIUMEXPLOIT AVAIL

Joplin Server: pending share invite allows item injection

CVE-2026-59815
4.3
EPSS 0.2%
Auth BypassPlugin
CWE-8632 ATLAS
HIGHEXPLOIT AVAIL

Joplin Server: stored XSS via SVG share, session abuse

CVE-2026-59814
7.6
EPSS 0.4%
Data LeakageAuth BypassPlugin
CWE-792 ATLAS
MEDIUMEXPLOIT AVAIL

Joplin: XSS via unanchored URL regex in shared notes

CVE-2026-46650
4.4
EPSS 0.3%
Code ExecutionData LeakagePlugin
CWE-792 ATLAS
MEDIUMEXPLOIT AVAIL

Joplin Server: path traversal in transcribe API leaks data

CVE-2026-59816
4.3
EPSS 0.4%
Data LeakageData ExtractionAPIInference
CWE-223 ATLAS
MEDIUMEXPLOIT AVAIL

Joplin Server: IDOR exposes other users' note content

CVE-2026-55179
6.5
EPSS 0.3%
Data LeakageAuth BypassAPI
CWE-6392 ATLAS
HIGHEXPLOIT AVAIL

Joplin: path traversal in sync allows arbitrary file write

CVE-2026-49453
7.0
EPSS 0.4%
Supply ChainCode ExecutionPlugin
CWE-202 ATLAS
HIGHEXPLOIT AVAIL

Joplin Desktop: update signature check skipped on Windows

CVE-2026-49450
7.1
EPSS 0.2%
Supply ChainCode ExecutionPlugin
CWE-3452 ATLAS
LOWEXPLOIT AVAIL

Joplin: KaTeX \href bypass leaks NTLMv2 hash on Windows

CVE-2026-49449
2.5
EPSS 0.2%
Data LeakageSocial EngineeringPlugin
CWE-2003 ATLAS
CRITICALEXPLOIT AVAIL

Joplin Server: SSO code brute force yields session takeover

CVE-2026-46649
--
EPSS 0.5%
Auth BypassData LeakageAPI
CWE-3073 ATLAS
MEDIUMEXPLOIT AVAIL

Aureus ERP: stored XSS in Chatter change log

CVE-2026-94387
5.4
EPSS 0.3%
Code ExecutionData LeakagePlugin
CWE-792 ATLAS
MEDIUMEXPLOIT AVAIL

OpenClaw: unbounded file read enables canvas host DoS

CVE-2026-94094
4.3
EPSS 0.5%
DoSAgentFramework
openclawCWE-40432 ATLAS
HIGHEXPLOIT AVAIL

Mistral Vibe: RCE via git hooks run before trust check

CVE-2026-93993
8.8
EPSS 0.8%
Code ExecutionSupply ChainAgentFramework
mistral-vibe4734 ATLAS
HIGHEXPLOIT AVAIL

SiYuan: stored XSS in heading style enables Electron RCE

CVE-2026-93923
8.8
EPSS 0.6%
Code ExecutionData LeakageFrameworkPlugin
CWE-793 ATLAS
HIGHEXPLOIT AVAIL

SiYuan: stored XSS in notebook names enables RCE

CVE-2026-93922
8.8
EPSS 0.8%
Code ExecutionFramework
CWE-793 ATLAS
LOWEXPLOIT AVAIL

Suricata: NULL deref crash via malformed dataset JSON

CVE-2026-57225
3.3
EPSS 0.2%
DoSFramework
1 ATLAS
HIGHEXPLOIT AVAIL

vLLM: negative token ID crashes embeddings engine

CVE-2026-93592
7.5
EPSS 0.5%
DoSInferenceAPI
vllmCWE-129943 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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