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 4307 results
HIGH

Langflow: improper authorization exposes sensitive data

CVE-2026-93678
7.6
EPSS 0.3%
Auth BypassData LeakageFrameworkAgent
langflowCWE-6393 ATLAS
MEDIUM

Langflow: info disclosure lets authed users read sensitive data

CVE-2026-93677
6.5
EPSS 0.3%
Data LeakageData ExtractionFrameworkAgent
langflowCWE-2003 ATLAS
CRITICAL

Langflow: dependency confusion enables remote code exec

CVE-2026-93675
9.8
EPSS 0.6%
Supply ChainCode ExecutionFrameworkAgent
langflowCWE-4403 ATLAS
CRITICALEXPLOIT AVAILSCANNER

Langflow: OS command injection allows remote RCE

CVE-2026-93674
9.8
EPSS 15.3%
Code ExecutionData LeakageFrameworkAgent
langflowCWE-944 ATLAS
HIGH

Langflow: code injection allows authenticated RCE

CVE-2026-93449
8.8
EPSS 0.4%
Code ExecutionFrameworkAgent
langflowCWE-943 ATLAS
MEDIUM

Langflow: path traversal lets authenticated users read files

CVE-2026-93448
6.5
EPSS 0.5%
Data LeakageData ExtractionFrameworkAPI
langflowCWE-223 ATLAS
HIGH

Langflow: unsafe cache deserialization allows code execution

CVE-2026-93447
7.5
EPSS 0.3%
Code ExecutionSupply ChainFrameworkAgent
langflowCWE-5023 ATLAS
HIGH

Langflow: code injection allows authenticated RCE

CVE-2026-93445
8.8
EPSS 0.4%
Code ExecutionFrameworkPlugin
langflowCWE-944 ATLAS
HIGH

Langflow: code injection allows authenticated RCE

CVE-2026-93443
8.8
EPSS 0.4%
Code ExecutionFrameworkAgent
langflowCWE-944 ATLAS
HIGH

Langflow: authenticated code injection allows RCE

CVE-2026-88962
8.8
EPSS 0.7%
Code ExecutionFrameworkAgent
langflowCWE-943 ATLAS
CRITICAL

Langflow: improper code generation control enables RCE

CVE-2026-104334
9.8
EPSS 0.7%
Code ExecutionFrameworkAgent
langflowCWE-943 ATLAS
MEDIUM

Langflow: path traversal exposes sensitive files

CVE-2026-103360
6.5
EPSS 0.5%
Data ExtractionData LeakageFrameworkAgent
langflowCWE-223 ATLAS
MEDIUM

Langflow: insufficiently protected credentials exposure

CVE-2026-101331
6.5
EPSS 0.3%
Data LeakageData ExtractionFrameworkRAG
langflowCWE-5223 ATLAS
MEDIUM

Langflow: improper access control exposes sensitive data

CVE-2026-101329
6.5
EPSS 0.3%
Data LeakageAuth BypassFrameworkAgent
langflowCWE-2843 ATLAS
HIGH

Langflow OSS: improper access control enables RCE

CVE-2026-104335
8.8
EPSS 0.9%
Code ExecutionAuth BypassFrameworkAgent
Langflow OSSCWE-2844 ATLAS
HIGHEXPLOIT AVAIL

Coraza WAF: ARGS limit silent drop bypasses WAF rules

CVE-2026-41510
7.2
EPSS 0.4%
DoSAuth BypassAPIFramework
github.com/corazawaf/coraza/v3Patch: 3.8.1CWE-6936.3K3 ATLAS
MEDIUM

LangChain MongoDB: NoSQL injection exposes chat histories

CVE-2026-106119
--
EPSS 0.5%
Data LeakageAuth BypassFrameworkAPI
@langchain/mongodbPatch: 1.3.1CWE-9433.2K4 ATLAS
HIGHEXPLOIT AVAIL

Knowns: untrusted LSP binary path allows code execution

CVE-2026-86540
7.8
EPSS 0.2%
Code ExecutionSupply ChainAgentPlugin
CWE-784 ATLAS
UNKNOWN

LangChain Redis: filter injection exposes cross-tenant docs

CVE-2026-105799
--
EPSS 0.3%
Data LeakageData ExtractionRAGFramework
@langchain/redisPatch: 1.1.1CWE-9433.2K3 ATLAS
MEDIUM

vLLM: penalty handler flaw allows remote DoS

CVE-2026-105922
4.3
EPSS 0.3%
DoSInferenceAPI
vllmCWE-404943 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?

Get ATLAS technique mappings, compliance reports (ISO 42001, EU AI Act), breaking alerts, and full CISO analysis with a Pro subscription.

Start 14-Day Free Trial