GCD AI RADAR
incidents/AIR-2026-0594

CVE-2026-6597: Langflow Information Leak via API Key Redaction

Attack on AI2 Disclosed vulnerabilityInfrastructure vulnerabilityData leak

An information disclosure flaw in Langflow allows remote attackers to access unprotected API keys due to incomplete redaction. A patch was identified and the vendor notified.

disclosed CVENo confirmed exploitation, so this record is tracked as a disclosed vulnerability and not counted as an incident. It moves into the counts if CISA or the vendor confirms exploitation. Why

Details

type
Attack on AI
An AI model, agent or AI-powered product was the thing exploited, abused or leaked.
categories
  • Infrastructure vulnerabilityprimary
    CVEs and advisories in AI frameworks, inference servers, MCP servers, AI developer tools and hosting stacks.
  • Data leak
    Training data, chat logs, system prompts, model weights or other AI-system data exposed.
owasp llm top 10
mitre atlas
no technique for these categories
Both rows are derived from the type and categories (OWASP 2025 edition, ATLAS release 2026.09), not classified per record. How
severity
2 · Disclosed vulnerability
CVE or vendor advisory, patched or patchable, no confirmed exploitation.
targets
Framework / tooling
products
langflow
incident date
20 Apr 2026
first reported
20 Apr 2026
origin
GitHub Advisory Database
Vulnerability record from NVD / the GitHub Advisory Database. This product uses the NVD API but is not endorsed or certified by the NVD.
classifier confidence
0.95 · published at or above 0.80; see the methodology
tags
CVE-2026-6597 · credential-leak
record
created 2026-10-18 07:00Z · updated 2026-10-18 10:04Z · json

Sources · 2

  1. 2026-04-20
    CVE-2026-6597: Langflow has an Information Leak through Incomplete API Key Redaction
    GitHub Advisory Database · github.com/advisories/GHSA-5jjf-wcvf-923w
  2. 2026-04-20
    CVE-2026-6597: A weakness has been identified in langflow-ai langflow up to 1.8.3.
    NVD · nvd.nist.gov/vuln/detail/CVE-2026-6597

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