GCD AI RADAR
incidents/AIR-2026-1283

CVE-2026-73603: Chatflow visibility bypass in Flowise TTS endpoint

Attack on AI2 Disclosed vulnerabilityInfrastructure vulnerability

Flowise before version 3.1.4 fails to validate chatflow visibility on its unauthenticated text-to-speech endpoint. Unauthenticated attackers can abuse stored OpenAI or ElevenLabs API keys to generate audio and incur costs.

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 vulnerability
    CVEs and advisories in AI frameworks, inference servers, MCP servers, AI developer tools and hosting stacks.
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, OpenAI
products
Flowise, OpenAI API, ElevenLabs API
incident date
13 Aug 2026
first reported
13 Aug 2026
origin
NVD
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-2026-73603 · api-abuse · access-control
record
created 2026-10-18 10:04Z · updated 2026-10-18 10:04Z · json

Sources · 1

  1. 2026-08-13
    CVE-2026-73603: Flowise before 3.1.4 fails to validate chatflow visibility in the unauthenticated text-to-speech endpoint, allowing attackers to…
    NVD · nvd.nist.gov/vuln/detail/CVE-2026-73603

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