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 1908 results — High severity
HIGH

Phantom MCP: unconfined output path enables file write

GHSA-52vm-mxx8-f227
7.7
Code ExecutionDoSAgentPlugin
CWE-224 ATLAS
HIGHEXPLOIT AVAIL

Cline: missing Origin check on Hub enables RCE

CVE-2026-59723
8.8
EPSS 0.2%
Auth BypassCode ExecutionAgentPlugin
clinePatch: 3.0.30CWE-34625 ATLAS
HIGHEXPLOIT AVAIL

Serena: unauth dashboard API enables RCE via memory poisoning

CVE-2026-49471
8.3
EPSS 0.4%
Auth BypassPrompt InjectionCode ExecutionAgentAPI
serena-agentPatch: 1.5.2CWE-3066 ATLAS
HIGHKEV

LiteLLM: MCP auth bypass via fabricated OAuth header

CVE-2026-59822
8.2
EPSS 0.8%
Auth BypassAPIAgentPlugin
litellmPatch: 1.84.0CWE-28763 ATLAS
HIGH

LiteLLM: code exec via unsandboxed Custom Guardrails

CVE-2026-59821
7.2
EPSS 0.9%
Code ExecutionData LeakageFrameworkAPIPlugin
litellmPatch: 1.82.0CWE-9463 ATLAS
HIGHEXPLOIT AVAIL

Gradio: SSRF via file_fetch() leaks cloud IAM creds

CVE-2026-59806
7.4
EPSS 0.4%
Data LeakageSocial EngineeringFrameworkAPI
gradioCWE-6017355 ATLAS
HIGH

n8n: SQL injection via MySQL v1 node expressions

CVE-2026-59257
8.8
EPSS 0.6%
Code ExecutionData LeakageAgentPlugin
n8nPatch: 1.123.61CWE-89163 ATLAS
HIGH

n8n: workflow:read scope bypass triggers execution

CVE-2026-56776
7.4
EPSS 0.3%
Auth BypassCode ExecutionAgentPlugin
n8nCWE-863163 ATLAS
HIGHEXPLOIT AVAIL

OpenLLM: command injection via model repo name

CVE-2026-15035
7.8
EPSS 2.2%
Code ExecutionInferenceFramework
2 ATLAS
HIGHEXPLOIT AVAIL

Foxit PDF: use-after-free in attachment panel via JS page deletion

CVE-2026-57252
7.8
EPSS 0.2%
Code ExecutionDoSPlugin
HIGH

better-auth: race condition mints duplicate OAuth tokens

CVE-2026-53518
8.1
EPSS 0.4%
Auth BypassData LeakageAgentAPIFramework
CWE-2941 ATLAS
HIGH

Joomla: broken access control exposes com_privacy data

CVE-2026-48957
8.8
EPSS 0.4%
Auth BypassData LeakagePrivacy ViolationAPITraining Data
CWE-2843 ATLAS
HIGHEXPLOIT AVAIL

Open WebUI: stored XSS via chat 'embeds' iframe escape

CVE-2026-26193
7.3
EPSS 0.2%
Code ExecutionAuth BypassData LeakageFramework
open-webuiPatch: 0.6.44CWE-7922 ATLAS
HIGHEXPLOIT AVAIL

Open WebUI: stored XSS via citation iFrame → admin RCE

CVE-2026-26192
7.3
EPSS 0.2%
Code ExecutionData LeakageSocial EngineeringFrameworkRAG
open-webuiPatch: 0.7.0CWE-7924 ATLAS
HIGHEXPLOIT AVAIL

Open WebUI: chat XSS steals tokens, admin RCE

CVE-2025-46719
--
EPSS 0.6%
Code ExecutionAuth BypassData LeakageFrameworkPlugin
open-webuiPatch: 0.6.6CWE-7924 ATLAS
HIGH

AMP for WP: unsafe ZIP extraction enables file write

CVE-2026-6101
7.5
EPSS 1.0%
Code ExecutionPlugin
HIGH

vLLM: unbounded regex compile hangs inference worker (ReDoS)

CVE-2026-55574
7.5
EPSS 0.6%
DoSInference
xgrammarCWE-13331323 ATLAS
HIGHEXPLOIT AVAIL

vLLM: crafted spec-decoding request crashes GPU worker (DoS)

CVE-2026-54234
7.5
EPSS 0.6%
DoSInference
vllmPatch: 0.24.0CWE-20942 ATLAS
HIGH

Coder AI Bridge Proxy: TLS bypass leaks BYOK keys

CVE-2026-55436
7.4
EPSS 0.3%
Data LeakageAuth BypassAPIAgent
github.com/coder/coder/v2Patch: 2.34.2CWE-2956.3K2 ATLAS
HIGH

Coder: session token leak via workspace app URL

CVE-2026-55431
7.7
EPSS 0.3%
Auth BypassData LeakageSupply ChainAgentPlugin
github.com/coder/coder/v2Patch: 2.34.2CWE-5226.3K4 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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