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 4307 results
HIGH

n8n: plaintext credential leak via error logging

CVE-2026-85171
--
EPSS 0.6%
Data LeakagePrivacy ViolationAgentPlugin
n8n163 ATLAS
HIGH

n8n: local file read & SSRF via Gmail/Brevo nodes

CVE-2026-85170
--
EPSS 0.4%
Data ExtractionData LeakageAgentPlugin
n8nCWE-20163 ATLAS
HIGH

n8n: $fromAI sandbox escape enables RCE

CVE-2026-85169
--
EPSS 0.9%
Code ExecutionAuth BypassAgentFramework
n8nCWE-94164 ATLAS
HIGH

n8n: Git node RCE via poisoned filter/merge config

CVE-2026-85168
--
EPSS 0.8%
Code ExecutionSupply ChainAgentPlugin
n8n163 ATLAS
MEDIUM

n8n: query injection turns lookup into full DB read

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

n8n: credential theft via unvalidated workflow node

CVE-2026-85166
--
EPSS 0.4%
Auth BypassData LeakageAgentPlugin
n8n163 ATLAS
HIGH

n8n: expression sandbox bypass mutates host globals

CVE-2026-85165
--
EPSS 0.6%
Code ExecutionAgentFramework
n8nCWE-95163 ATLAS
HIGH

InsydeH2O UEFI: HDD password stored in plaintext

CVE-2021-38489
8.2
EPSS 0.2%
Data LeakagePrivacy ViolationInference
InsydeH2O27
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
HIGH

RPM: command injection via tarball name in rpmbuild

CVE-2026-84837
7.8
Code ExecutionSupply ChainFrameworkTraining Data
rhoai/odh-mlflow-operator-rhel96953 ATLAS
MEDIUM

APM Server: memory-exhaustion DoS via source maps

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

Siyuan: SQLi bypasses publish visibility control

CVE-2026-59834
7.5
EPSS 0.5%
Auth BypassData LeakageRAG
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260704035518-d0f0fe146fb0CWE-893.0K2 ATLAS
HIGHEXPLOIT AVAIL

Craft CMS: auth bypass enables admin takeover

CVE-2026-84801
8.8
EPSS 0.4%
Auth BypassFramework
LOW

Filament: MFA prompt leaks valid password pre-authz check

CVE-2026-84307
3.7
EPSS 0.5%
Auth BypassData LeakageFramework
filament/filamentPatch: 4.12.5CWE-204514
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
HIGH

SageMaker: HMAC leak allows forged pipeline code execution

CVE-2026-83551
7.2
EPSS 0.8%
Code ExecutionAuth BypassData LeakageAPIFramework
sagemaker504 ATLAS
HIGHEXPLOIT AVAIL

Codex CLI: git core.fsmonitor hook enables RCE

CVE-2026-19592
7.3
EPSS 0.2%
Code ExecutionSupply ChainAgent
Codex CLI1.8K3 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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