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

n8n: OAuth token hijack via credential permission bypass

CVE-2026-45732
8.1
EPSS 0.4%
Auth BypassData ExtractionAgentAPI
n8nPatch: 1.123.43CWE-639165 ATLAS
HIGH

n8n: Git node arg injection enables full server compromise

CVE-2026-44790
8.8
EPSS 0.5%
Code ExecutionData ExtractionData LeakageAgentFrameworkPlugin
n8nPatch: 1.123.43CWE-88166 ATLAS
HIGH

Flowise: credential data leak via filtered API endpoint

GHSA-7g73-99r4-m4mj
--
Data LeakageData ExtractionAgentFrameworkAPI
flowisePatch: 3.1.2CWE-2005 ATLAS
HIGH

Flowise: mass assignment breaks multi-tenant isolation

GHSA-hp26-q66v-q2w7
--
Auth BypassData LeakageAgentFramework
flowisePatch: 3.1.2CWE-2844 ATLAS
HIGH

Flowise MCP: 3-path blocklist bypass enables server RCE

GHSA-m99r-2hxc-cp3q
--
Code ExecutionAuth BypassAgentFrameworkPlugin
flowise-componentsPatch: 3.1.2CWE-1846 ATLAS
HIGH

Flowise: brute-force auth grants full agent platform access

GHSA-php6-83fg-gw3g
7.5
Auth BypassData ExtractionAgentFramework
flowisePatch: 3.1.2CWE-5224 ATLAS
HIGHEXPLOIT AVAIL

Flowise: Mass Assignment enables cross-workspace takeover

CVE-2026-42863
--
EPSS 0.3%
Auth BypassData ExtractionAgentFramework
flowisePatch: 3.1.2CWE-2844 ATLAS
HIGHEXPLOIT AVAIL

Flowise: mass assignment breaks tenant isolation

CVE-2026-42862
--
EPSS 0.2%
Auth BypassData ExtractionAgentFramework
flowisePatch: 3.1.2CWE-2844 ATLAS
HIGHEXPLOIT AVAIL

Flowise: mass assignment breaks multi-tenant isolation

CVE-2026-42861
--
EPSS 0.3%
Auth BypassData ExtractionAgentFramework
flowisePatch: 3.1.2CWE-2844 ATLAS
HIGHEXPLOIT AVAIL

claude-code-cache-fix: hook path injection → RCE

CVE-2026-45136
--
EPSS 0.2%
Code ExecutionSupply ChainAgentPlugin
claude-code-cache-fixPatch: 3.5.2CWE-785 ATLAS
HIGH

LangSmith: prompt deserialization enables SSRF + data leak

CVE-2026-45134
7.1
EPSS 0.2%
Supply ChainData ExtractionData LeakageFrameworkAgentAPI
langchainPatch: 0.3.30CWE-5023.2K5 ATLAS
HIGHEXPLOIT AVAIL

nnU-Net: prompt injection hijacks CI/CD triage agent

CVE-2026-44246
7.2
EPSS 0.3%
Prompt InjectionCode ExecutionAgentPlugin
claude-code5 ATLAS
HIGH

CosyVoice: RCE via unsafe torch.load() model deserialization

CVE-2026-31232
8.8
EPSS 0.5%
Supply ChainCode ExecutionModelInference
5 ATLAS
HIGH

snorkel: RCE via unsafe model deserialization

CVE-2026-31224
8.8
EPSS 0.4%
Supply ChainCode ExecutionModelFramework
snorkelCWE-50226.1K4 ATLAS
HIGH

snorkel: RCE via insecure model checkpoint loading

CVE-2026-31222
8.8
EPSS 0.4%
Code ExecutionSupply ChainModelTraining Data
snorkelCWE-50226.1K4 ATLAS
HIGH

pytorch-lightning: RCE via insecure checkpoint deserialization

CVE-2026-31221
7.8
EPSS 0.4%
Supply ChainCode ExecutionFrameworkModel
pytorch-lightningCWE-5021.7K4 ATLAS
HIGHEXPLOIT AVAILSCANNER

MLflow: path traversal allows unauthenticated file read

CVE-2026-2614
7.5
EPSS 3.7%
Auth BypassData ExtractionFrameworkTraining Data
mlflowPatch: 3.10.0CWE-226955 ATLAS
HIGHEXPLOIT AVAIL

MLflow: SSRF in webhook URL enables cloud credential theft

CVE-2026-2393
7.1
EPSS 0.3%
Data ExtractionAuth BypassFramework
mlflowPatch: 3.9.0CWE-9186954 ATLAS
HIGH

Crabbox: path traversal enables arbitrary file wipe

CVE-2026-45224
7.1
EPSS 0.1%
Supply ChainDoSAgent
crabbox33 ATLAS
HIGHEXPLOIT AVAIL

Crabbox: coordinator auth bypass via forged admin claim

CVE-2026-45223
8.8
EPSS 0.4%
Auth BypassAgent
crabbox34 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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