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
3,018

AI/ML CVEs Tracked

424

Critical

113

New This Week

19

In CISA KEV

Sort: Date CVSS EPSS KEV first Most exploited
Filter: All Critical High Medium KEV only Active exploitation Has patch No patch

Latest AI Security Threats

Showing 20 of 3018 results
CRITICAL

Langflow: hard-coded credentials enable takeover

CVE-2026-13446
9.8
EPSS 0.2%
Auth Bypass Code Execution Framework Agent
langflow CWE-798 3 ATLAS
HIGH

Langflow: SaveToFile flaw breaks user storage isolation

CVE-2026-13445
8.1
EPSS 0.2%
Auth Bypass Data Leakage Privacy Violation Framework Plugin
langflow CWE-639 3 ATLAS
CRITICAL

Langflow: path traversal writes arbitrary files

CVE-2026-8859
9.9
EPSS 0.4%
Code Execution Framework Agent Plugin
langflow CWE-22 2 ATLAS
CRITICAL

Langflow: DB manipulation escalates to superuser RCE

CVE-2026-8635
9.9
EPSS 0.3%
Auth Bypass Code Execution Framework Agent
langflow CWE-94 4 ATLAS
CRITICAL

Langflow: webhook auth bypass enables unauth RCE

CVE-2026-8505
9.8
EPSS 0.6%
Auth Bypass Code Execution Framework Agent
langflow 3 ATLAS
CRITICAL

Langflow: unsandboxed exec() enables full RCE

CVE-2026-8481
9.9
EPSS 0.5%
Code Execution Framework Agent
langflow CWE-94 3 ATLAS
CRITICAL

Langflow: pickle deserialization RCE via disk cache (CVSS 9.9)

CVE-2026-8476
9.9
EPSS 0.5%
Code Execution Supply Chain Framework Agent Plugin
langflow CWE-502 4 ATLAS
HIGH

Langflow: auth'd param injection via apply_tweaks() enables code exec

CVE-2026-8056
8.8
EPSS 0.3%
Auth Bypass Code Execution Framework Agent API
langflow CWE-94 3 ATLAS
HIGH

Langflow: path traversal enables auth token forgery

CVE-2026-7872
8.1
EPSS 0.4%
Auth Bypass Data Extraction Framework Agent
langflow CWE-22 4 ATLAS
HIGH

Langflow: MCP config validation gap enables RCE

CVE-2026-7755
8.8
EPSS 0.4%
Code Execution Supply Chain Framework Agent Plugin
langflow 4 ATLAS
MEDIUM

Langflow: SSRF via incomplete protection bypass

CVE-2026-7754
6.5
EPSS 0.2%
Data Extraction Data Leakage Framework Agent
langflow 3 ATLAS
HIGH

Langflow: path traversal in flow URLs enables file write

CVE-2026-7667
8.8
EPSS 0.4%
Code Execution Framework Agent
langflow CWE-22 3 ATLAS
HIGH

Langflow: command execution via Python Interpreter flaw

CVE-2026-14499
8.8
EPSS 0.4%
Code Execution Framework Plugin
langflow CWE-78 3 ATLAS
CRITICAL

Langflow: unauthenticated RCE via public flow endpoint

CVE-2026-13448
9.8
EPSS 0.5%
Code Execution Auth Bypass Agent Framework Plugin
langflow 3 ATLAS
CRITICAL

Langflow: code injection bypasses ToolGuard, enables RCE

CVE-2026-9135
9.9
EPSS 0.4%
Code Execution Auth Bypass Framework Agent Plugin
langflow CWE-94 4 ATLAS
CRITICAL

Langflow: unauth request grants superuser token

CVE-2026-9103
9.8
EPSS 0.4%
Auth Bypass Code Execution Data Leakage Framework Agent
langflow CWE-306 4 ATLAS
HIGH

Datadog .NET Tracer: DoS via unbounded baggage header

CVE-2026-50273
7.5
EPSS 0.5%
DoS Framework API
CWE-770 3 ATLAS
CRITICAL SCANNER

Langflow: token forgery + exec() chain to RCE

CVE-2026-9198
9.8
EPSS 17.1%
Auth Bypass Code Execution Framework Agent
Langflow OSS CWE-94 4 ATLAS
CRITICAL

Langflow: unauth signup chains to RCE

CVE-2026-9202
9.8
EPSS 0.3%
Auth Bypass Code Execution Framework Agent
Langflow OSS CWE-306 4 ATLAS
HIGH

OpenClaw: glob bypass in exec allowlist enables auth bypass

CVE-2026-62229
8.8
EPSS 0.4%
Auth Bypass Code Execution Agent
openclaw CWE-22 4 3 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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