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
CRITICAL

Langflow: weak reversible KDF exposes all stored credentials

CVE-2026-7874
9.1
EPSS 0.3%
Data LeakagePrivacy ViolationAuth BypassFrameworkAgentAPI
langflowCWE-3383 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
CRITICAL

Langflow: Redis-access deserialization enables full RCE

CVE-2026-7871
9.8
EPSS 0.7%
Code ExecutionData LeakageFrameworkAgent
langflowCWE-5024 ATLAS
CRITICAL

Langflow: malformed flow nodes enable RCE

CVE-2026-7803
9.8
EPSS 0.6%
Code ExecutionFrameworkAgent
langflowCWE-203 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
CRITICAL

Langflow: cross-tenant API credential leak via cache bug

CVE-2026-10140
9.6
EPSS 0.4%
Auth BypassData LeakageFrameworkAPI
langflowCWE-6393 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
CRITICAL

semantic-router: unpinned litellm dep pulls malware wheel

GHSA-98x5-vq43-vc5p
--
Supply ChainCode ExecutionData LeakageFrameworkInference
litellmCWE-50665 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
CRITICAL

Gemini CLI: OS command injection enables pre-sandbox RCE

CVE-2026-12537
--
EPSS 0.2%
Code ExecutionSupply ChainAgentPlugin
run-gemini-cli GitHub Action5 ATLAS1 incident
CRITICALEXPLOIT AVAIL

picklescan: stdlib bypass enables arbitrary RCE

CVE-2026-56315
9.8
EPSS 1.1%
Supply ChainCode ExecutionFrameworkModel
picklescanCWE-18435 ATLAS
CRITICALEXPLOIT AVAIL

Flowise: RCE via MCP server command validation bypass

CVE-2026-56274
9.9
EPSS 7.5%
Code ExecutionAuth BypassAgentPlugin
Flowise6 ATLAS
CRITICALEXPLOIT AVAIL

Budibase: zip symlink bypass exposes all server secrets

CVE-2026-54352
9.6
EPSS 0.5%
Data ExtractionAuth BypassSupply ChainFrameworkAPIInference
@budibase/serverPatch: 3.39.9CWE-2267 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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