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
4,330

AI/ML CVEs Tracked

536

Critical

107

New This Week

25

In CISA KEV

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

Latest AI Security Threats

Showing 20 of 4330 results
CRITICAL

Langflow: weak PRNG lets attackers decrypt stored secrets

CVE-2026-8470
9.1
EPSS 0.1%
Data LeakagePrivacy ViolationFramework
langflowCWE-3273 ATLAS
HIGH

Langflow: path traversal exposes arbitrary files

CVE-2026-8183
7.7
EPSS 0.6%
Data ExtractionPrivacy ViolationFramework
langflowCWE-223 ATLAS
HIGH

Langflow: pre-auth RCE via chained HTTP requests

CVE-2026-8182
8.8
EPSS 0.7%
Code ExecutionAuth BypassFrameworkAgent
langflowCWE-943 ATLAS
MEDIUM

Langflow: path traversal allows arbitrary file write

CVE-2026-7869
5.4
EPSS 0.3%
Code ExecutionSupply ChainFrameworkRAG
langflowCWE-222 ATLAS
MEDIUM

Langflow: username path traversal enables data destruction

CVE-2026-7658
6.5
EPSS 0.5%
Auth BypassDoSFrameworkAgent
langflowCWE-221 ATLAS
CRITICALEXPLOIT AVAIL

PraisonAI: shell injection in Claude Action enables RCE

CVE-2026-48168
10.0
EPSS 1.5%
Code ExecutionSupply ChainAuth BypassAgentFramework
praisonaiCWE-86214 ATLAS
HIGH

Langflow: authenticated code injection enables RCE

CVE-2026-17633
8.8
EPSS 0.7%
Code ExecutionFrameworkAgent
langflowCWE-943 ATLAS
HIGH

Langflow: AST code scanner bypass enables auth'd RCE

CVE-2026-17632
8.8
EPSS 0.9%
Code ExecutionFrameworkAgentPlugin
langflowCWE-942 ATLAS
HIGH

Langflow: authenticated RCE via unsafe module imports

CVE-2026-17624
8.8
EPSS 0.7%
Code ExecutionFrameworkAgent
langflowCWE-943 ATLAS
HIGH

Langflow: broken access control enables cache poisoning

CVE-2026-10547
8.1
EPSS 0.4%
Auth BypassDoSFrameworkAgent
langflowCWE-2843 ATLAS
MEDIUM

Langflow: built-in component leaks server env vars

CVE-2026-10128
6.5
EPSS 0.3%
Data LeakagePrivacy ViolationFrameworkPlugin
langflowCWE-2003 ATLAS
HIGH

Langflow: SSRF in Ollama config hits internal hosts

CVE-2026-9081
7.1
EPSS 0.3%
Data LeakageFrameworkAgent
Langflow OSS3 ATLAS
MEDIUM

Langflow: SSRF bypass exposes internal network/cloud data

CVE-2026-7657
6.5
EPSS 0.4%
Data ExtractionAuth BypassFrameworkAgent
Langflow OSS4 ATLAS
MEDIUM

RPM: heap overflow via crafted NDB file causes DoS

CVE-2026-44605
5.5
DoSFrameworkInference
rhoai/odh-mlflow-operator-rhel96952 ATLAS
HIGH

Langflow: RCE via authenticated OS command injection

CVE-2026-17625
7.2
EPSS 0.8%
Code ExecutionFrameworkAgent
Langflow OSS2 ATLAS
HIGH

Langflow: MCP config write bypasses localhost restriction

CVE-2026-9077
8.5
EPSS 0.4%
Auth BypassSupply ChainCode ExecutionAgentFrameworkPlugin
langflowCWE-8073 ATLAS
HIGH

Langflow: OAuth auth bypass on MCP composer endpoint

CVE-2026-8446
7.5
EPSS 0.5%
Auth BypassData LeakageFrameworkAgent
langflowCWE-3062 ATLAS
MEDIUM

Langflow: path traversal via MCP leaks JWT secret

CVE-2026-7646
6.5
EPSS 0.5%
Data ExtractionAuth BypassPrivacy ViolationFrameworkAgent
langflowCWE-223 ATLAS
HIGH

Langflow: RCE via improper config parameter validation

CVE-2026-17630
8.8
EPSS 0.8%
Code ExecutionFrameworkAgent
langflowCWE-1843 ATLAS
HIGH

Langflow: Docker MCP volume-mount flaw exposes host files

CVE-2026-17626
8.8
EPSS 0.4%
Code ExecutionData LeakageFrameworkAgentPlugin
langflowCWE-2663 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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