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 325 results — Critical severity, Active exploitation
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
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
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
CRITICALEXPLOIT AVAILSCANNER

Langflow: authenticated RCE enables credential theft

CVE-2026-7873
9.9
EPSS 6.2%
Code ExecutionData LeakagePrivacy ViolationFrameworkAgent
langflowPatch: 1.10.1.rc0CWE-944 ATLAS
CRITICALEXPLOIT AVAIL

Langflow: auth bypass in MCP transport exposes projects

CVE-2026-7663
9.8
EPSS 0.5%
Auth BypassData LeakageCode ExecutionFrameworkAgentPlugin
langflowCWE-2854 ATLAS
CRITICALEXPLOIT AVAIL

Langflow: missing auth on build API leaks data, enables DoS

CVE-2026-10560
9.1
EPSS 0.5%
Auth BypassDoSData LeakageFrameworkAgent
langflowCWE-2873 ATLAS
CRITICALEXPLOIT AVAIL

Langflow: unauthenticated RCE via tool_code injection

CVE-2026-10134
10.0
EPSS 2.3%
Code ExecutionData LeakageAuth BypassFrameworkAgentPlugin
langflowCWE-945 ATLAS
CRITICALEXPLOIT AVAIL

Flowise: unauthenticated file write enables RCE

CVE-2025-71338
10.0
EPSS 1.2%
Code ExecutionAuth BypassSupply ChainAgentFrameworkPlugin
FlowiseCWE-735 ATLAS
CRITICALEXPLOIT AVAIL

Flowise: unauthenticated RCE via Custom MCP endpoint

CVE-2025-71336
9.8
EPSS 1.1%
Code ExecutionAuth BypassAgentFramework
FlowiseCWE-786 ATLAS
CRITICALEXPLOIT AVAILSCANNER

Flowise: path traversal → RCE via missing UUID validation

CVE-2025-71334
9.8
EPSS 4.4%
Code ExecutionData ExtractionAuth BypassFrameworkAgentAPI
FlowiseCWE-734 ATLAS
CRITICALEXPLOIT AVAIL

Flowise: unauth file upload + path traversal enables RCE

CVE-2025-71333
--
EPSS 0.9%
Code ExecutionAuth BypassAgentFramework
FlowiseCWE-732 ATLAS
CRITICALEXPLOIT AVAIL

Flowise: auth bypass grants full API access

CVE-2025-71327
9.1
EPSS 0.7%
Auth BypassData ExtractionPrivacy ViolationAgentFramework
FlowiseCWE-3065 ATLAS
CRITICALEXPLOIT AVAIL

qrscp: DICOM path traversal enables arbitrary file write

CVE-2026-56445
9.1
EPSS 0.6%
Code ExecutionDoSTraining Data
CWE-222 ATLAS
CRITICALEXPLOIT AVAIL

SiYuan: XSS→RCE via workspace sync in Electron app

CVE-2026-54158
9.9
EPSS 0.4%
Code ExecutionData ExtractionSupply ChainRAGFramework
github.com/siyuan-note/siyuan/kernelPatch: 0.0.0-20260628153353-2d5d72223df4CWE-795145 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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