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.

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

Latest AI Security Threats

Showing 20 of 4307 results
MEDIUM

Langflow: path traversal allows arbitrary file overwrite

CVE-2026-77819
6.5
EPSS 0.4%
Code ExecutionFrameworkAgent
langflowCWE-222 ATLAS
MEDIUM

Langflow: secrets exposed in flow/project exports

CVE-2026-77817
6.5
EPSS 0.3%
Data LeakageData ExtractionFrameworkAgent
langflowCWE-2003 ATLAS
CRITICAL

Langflow: public flow triggers stored Python code RCE

CVE-2026-18894
9.8
EPSS 0.5%
Code ExecutionAuth BypassFrameworkAgent
langflowCWE-943 ATLAS
HIGH

Langflow: code injection allows authenticated RCE

CVE-2026-110309
8.8
EPSS 0.6%
Code ExecutionFrameworkAgent
langflowCWE-943 ATLAS
HIGH

Langflow: improper authentication exposes sensitive data

CVE-2026-110245
7.5
EPSS 0.4%
Auth BypassData LeakageFrameworkAPI
langflowCWE-2873 ATLAS
MEDIUM

Langflow: path traversal exposes sensitive files

CVE-2026-110244
6.5
EPSS 0.6%
Data ExtractionData LeakageFrameworkRAG
langflowCWE-223 ATLAS
MEDIUM

Langflow: cleartext credential storage exposes secrets

CVE-2026-110200
6.5
EPSS 0.2%
Data LeakageData ExtractionFrameworkAgent
langflowCWE-3123 ATLAS
HIGH

Langflow: authz bypass enables RCE via code component

CVE-2026-110196
8.8
EPSS 0.5%
Auth BypassCode ExecutionFrameworkAgent
langflowCWE-8623 ATLAS
HIGH

Langflow: code injection in Agentic Assistant allows RCE

CVE-2026-110193
8.8
EPSS 0.8%
Code ExecutionPrompt InjectionFrameworkAgent
langflowCWE-945 ATLAS
MEDIUM

Langflow: weak credential protection exposes secrets

CVE-2026-110192
6.5
EPSS 0.2%
Data LeakageData ExtractionFrameworkAPI
langflowCWE-5223 ATLAS
MEDIUM

Langflow: path traversal allows arbitrary file read

CVE-2026-110190
6.5
EPSS 0.4%
Data LeakageData ExtractionFramework
langflowCWE-224 ATLAS
CRITICAL

Langflow: code injection allows unauthenticated RCE

CVE-2026-110186
9.8
EPSS 0.6%
Code ExecutionSupply ChainFrameworkAgentRAG
langflowCWE-944 ATLAS
HIGH

Langflow: code injection allows authenticated RCE

CVE-2026-107329
8.8
EPSS 0.9%
Code ExecutionFrameworkAgent
langflowCWE-944 ATLAS
HIGH

Langflow: code injection via eval/exec allows authenticated RCE

CVE-2026-107328
8.8
EPSS 0.9%
Code ExecutionFrameworkAgent
langflowCWE-944 ATLAS
HIGH

Langflow: missing authorization allows authenticated RCE

CVE-2026-107327
8.8
EPSS 0.7%
Code ExecutionAuth BypassFrameworkAgent
langflowCWE-8624 ATLAS
HIGH

Langflow: OS command injection allows authenticated RCE

CVE-2026-107326
8.8
EPSS 0.7%
Code ExecutionFrameworkAgent
langflowCWE-783 ATLAS
CRITICAL

Langflow: OS command injection allows remote RCE

CVE-2026-104339
9.8
EPSS 0.7%
Code ExecutionSupply ChainFrameworkAgent
langflowCWE-944 ATLAS
MEDIUM

Langflow: SSRF allows authenticated internal requests

CVE-2026-104331
5.4
EPSS 0.2%
Data LeakageAuth BypassFrameworkAgent
langflowCWE-9182 ATLAS
HIGH

Langflow OSS: OS command injection allows authenticated RCE

CVE-2026-104328
8.8
EPSS 0.7%
Code ExecutionFrameworkAgent
langflowCWE-943 ATLAS
HIGH

Langflow: unsafe deserialization allows authenticated RCE

CVE-2026-104324
8.8
EPSS 0.7%
Code ExecutionSupply ChainFrameworkAgent
langflowCWE-5024 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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