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

Sub2API: path traversal leaks pooled AI credentials

CVE-2026-73079
8.5
EPSS 0.4%
Auth BypassData LeakageAPIInference
3 ATLAS
HIGHEXPLOIT AVAIL

TypeBot: guest role exfiltrates OpenAI keys via SSRF

CVE-2026-48766
7.6
EPSS 0.4%
Auth BypassData LeakageAPI
CWE-2002 ATLAS
HIGH

Velociraptor: path traversal corrupts ACL/hunt metadata

CVE-2026-18640
7.1
EPSS 0.4%
Auth BypassDoSAPI
HIGH

n8n: SQL injection via PostgresTrigger node

CVE-2026-72775
8.8
EPSS 0.5%
Code ExecutionData LeakageAgentPlugin
n8nCWE-89161 ATLAS
HIGH

n8n: credential auth bypass in HTTP Request node

CVE-2026-72774
--
EPSS 0.4%
Auth BypassPrivacy ViolationData LeakageAgentPlugin
n8nCWE-639163 ATLAS
HIGH

n8n: path traversal leaks arbitrary local files

CVE-2026-72773
7.7
EPSS 0.6%
Auth BypassData LeakageAgentPlugin
n8nCWE-22164 ATLAS
HIGH

n8n: account takeover via unverified SSO email claim

CVE-2026-72772
--
EPSS 0.4%
Auth BypassPrivacy ViolationAgentFramework
n8nCWE-640163 ATLAS
HIGH

n8n: SSRF bypass in MCP Client node exposes internal hosts

CVE-2026-72768
8.3
EPSS 0.4%
Auth BypassData LeakageAgentPlugin
n8nCWE-918163 ATLAS
HIGH

n8n: Git node RCE via malicious repo hooks

CVE-2026-72767
--
EPSS 0.9%
Code ExecutionData LeakageAgentPlugin
n8nCWE-78163 ATLAS
HIGH

n8n: Send Email node type confusion enables SSRF, LFI

CVE-2026-72766
7.5
EPSS 0.4%
Data LeakageData ExtractionFrameworkAgent
n8nCWE-843162 ATLAS
HIGH

n8n: arbitrary file write via Edit Image node format param

CVE-2026-72762
--
EPSS 0.5%
Code ExecutionAgentPlugin
n8nCWE-434161 ATLAS
HIGH

n8n: SQL injection via Snowflake node Execute Query

CVE-2026-72750
8.8
EPSS 0.5%
Code ExecutionData ExtractionAgentPlugin
n8nCWE-89161 ATLAS
HIGH

odh-dashboard: unvalidated roleRef enables cluster-admin

CVE-2026-18950
8.8
EPSS 0.5%
Auth BypassCode ExecutionFramework
rhoai/odh-mod-arch-mlflow-rhel96951 ATLAS
HIGH

ODH Dashboard: SA token abuse escalates to cluster-admin

CVE-2026-18949
8.8
EPSS 0.7%
Auth BypassData LeakageFramework
rhoai/odh-mod-arch-mlflow-rhel96952 ATLAS
HIGH

Feast: authz bypass in /materialize triggers DoS

CVE-2026-18947
8.5
EPSS 0.6%
Auth BypassDoSTraining DataAPI
rhoai/odh-pipeline-runtime-tensorflow-cuda-py312-rhel93.4K3 ATLAS
HIGH

Feast: no-auth default enables RCE via malicious UDF

CVE-2026-18941
7.7
EPSS 0.9%
Auth BypassCode ExecutionDoSFrameworkAPITraining Data
rhoai/odh-pipeline-runtime-tensorflow-cuda-py312-rhel93.4K4 ATLAS
HIGH

OpenShift AI Pipelines: confused deputy grants node-root

CVE-2026-18621
7.6
EPSS 0.5%
Auth BypassCode ExecutionFrameworkAPI
rhaiis/vllm-cpu-rhel9943 ATLAS
HIGHEXPLOIT AVAIL

Accelerate: path traversal in checkpoint loading

CVE-2026-69112
7.1
EPSS 0.2%
Data LeakageDoSSupply ChainFrameworkModel
accelerateCWE-223.1K3 ATLAS
HIGHEXPLOIT AVAIL

Flowise: auth bypass leaks private chatflow files

CVE-2026-71962
7.5
EPSS 0.7%
Auth BypassData LeakageAgentFramework
flowiseCWE-8623 ATLAS
HIGH

OpenSignServer: missing authz forges document declines

CVE-2026-72692
7.5
EPSS 0.4%
Auth BypassAgentPlugin
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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