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

96

New This Week

25

In CISA KEV

Sort:DateCVSSEPSSKEV firstMost exploited
Filter:AllCriticalHighMediumKEV onlyActive exploitationHas patchNo patch

Latest AI Security Threats

Showing 20 of 533 results — Critical severity
CRITICALEXPLOIT AVAIL

AVideo: stored XSS in YPTSocket enables admin takeover

CVE-2026-54458
9.6
EPSS 0.4%
Code ExecutionAuth BypassData LeakagePlugin
CWE-791 ATLAS
CRITICALSCANNER

LiteLLM: RCE via unsanitized MCP server config

CVE-2026-30623
9.8
EPSS 6.0%
Code ExecutionPluginAgentInference
litellm64 ATLAS
CRITICAL

n8n-mcp: broken tenant isolation leaks workflow credentials

CVE-2026-54052
9.9
EPSS 0.4%
Auth BypassData LeakagePrivacy ViolationAgentPlugin
n8n-mcpPatch: 2.56.1CWE-639164 ATLAS
CRITICAL

DIRAC: SQLi chained into eval() gives RCE

CVE-2026-61667
9.9
EPSS 1.2%
Code ExecutionData ExtractionTraining DataFramework
DIRACPatch: 8.0.79CWE-892.8K4 ATLAS
CRITICAL

Flowise: hardcoded JWT secrets enable full auth bypass

CVE-2026-56271
9.8
EPSS 0.7%
Auth BypassPrivacy ViolationCode ExecutionAgentFrameworkAPI
FlowiseCWE-3213 ATLAS
CRITICALEXPLOIT AVAIL

PraisonAI: RCE via unsandboxed LLM code execution

CVE-2026-61447
10.0
EPSS 15.2%
Prompt InjectionCode ExecutionAgent
praisonaiCWE-9415 ATLAS
CRITICALEXPLOIT AVAIL

PraisonAI: AICoder root RCE via unsanitized tool calls

CVE-2026-61445
9.9
EPSS 0.6%
Code ExecutionPrompt InjectionAgentPlugin
praisonaiPatch: 4.6.78CWE-2215 ATLAS
CRITICALEXPLOIT AVAIL

PraisonAI: SQL/CQL injection via unvalidated vector dim

CVE-2026-60090
9.8
EPSS 0.7%
Code ExecutionData LeakageDoSRAGAgentFramework
praisonaiPatch: 4.6.78CWE-8913 ATLAS
CRITICALEXPLOIT AVAILSCANNER

SiYuan Note: chrome-extension origin auth bypass

CVE-2026-54069
--
EPSS 7.5%
Auth BypassData LeakageSupply ChainPluginAPI
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260628153353-2d5d72223df4CWE-3463.0K3 ATLAS
CRITICALEXPLOIT AVAIL

mcp-server-kubernetes: arg injection exfils bearer token

CVE-2026-61459
9.8
EPSS 2.4%
Auth BypassData LeakageAgentPlugin
mcp-server-kubernetesPatch: 3.9.0CWE-8814 ATLAS
CRITICALEXPLOIT AVAIL

PraisonAI: code injection via f-string in deploy API

CVE-2026-61444
9.1
EPSS 0.5%
Code ExecutionAgentFrameworkAPI
praisonaiCWE-9413 ATLAS
CRITICALEXPLOIT AVAIL

mem0: unauth config API leaks API keys + SSRF

CVE-2026-59706
9.3
EPSS 0.4%
Auth BypassData LeakageAPIFrameworkAgent
CWE-3064 ATLAS
CRITICAL

9Router: no-auth API leaks keys, chats, provider control

GHSA-vjc7-jrh9-9j86
10.0
Auth BypassData LeakagePrivacy ViolationAPIFramework
9routerCWE-2001.8K6 ATLAS
CRITICALEXPLOIT AVAIL

Langroid: prompt injection to RCE via broken eval() sandbox

CVE-2026-54769
10.0
EPSS 0.9%
Prompt InjectionCode ExecutionAgentFramework
langroidPatch: 0.65.2CWE-9446 ATLAS
CRITICALEXPLOIT AVAIL

fickling: shared-state bug disables ML pickle allowlist check

CVE-2026-14535
9.8
EPSS 0.6%
Supply ChainCode ExecutionModelTraining Data
fickling623 ATLAS
CRITICALEXPLOIT AVAIL

Keras: safe_mode=None bypass enables Lambda RCE

CVE-2026-12481
9.8
EPSS 0.7%
Code ExecutionSupply ChainFrameworkModel
kerasPatch: 3.12.3CWE-5024.1K4 ATLAS
CRITICAL

OpenClaw: QQBot admin auth bypass skips access checks

GHSA-w4v6-g3wm-w36c
--
Auth BypassAgentPlugin
openclawPatch: 2026.4.29CWE-86332 ATLAS
CRITICALEXPLOIT AVAIL

mcp-memory-service: auth bypass on document API

CVE-2026-50027
9.8
EPSS 1.0%
Auth BypassData LeakageData ExtractionAPIAgentRAG
mcp-memory-servicePatch: 10.67.1CWE-3062.8K4 ATLAS
CRITICAL

Feast: unauth file write to RCE via /save-document

CVE-2026-23537
9.1
EPSS 1.0%
Auth BypassCode ExecutionDoSAPITraining Data
rhoai/odh-workbench-jupyter-datascience-cpu-py312-rhel91.9K3 ATLAS
CRITICAL

Flowise: hardcoded default secret enables session forgery

CVE-2026-56278
9.1
EPSS 0.5%
Auth BypassCode ExecutionAgentFramework
FlowiseCWE-7985 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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