CriticalVulnerabilityLLM-specific
CVE-2025-59434: Flowise is a drag & drop user interface to build a customized large language model flow. Prior to August 2025…
- Source
- NVD(opens in a new tab)
- Identifier
- CVE-2025-59434
- Published
- Record updated
- Known exploitation
- Not listed in the CISA Known Exploited Vulnerabilities catalog at the last check.
- EPSS
- 4.0%
Summary
CVE-2025-59434 affects Flowise Cloud, the cloud-hosted version of Flowise, prior to August 2025. An authenticated user on the free tier can use the Custom JavaScript Function node to read sensitive environment variables belonging to other tenants, including OpenAI API keys, AWS credentials, Supabase tokens, and Google Cloud secrets, resulting in full cross-tenant data exposure.
Mitigation
This issue has been patched in the August 2025 Cloud-Hosted Flowise.
Related items
- MediumGoogle: LLMjacking attacks rack up $1 million in cloud AI chargesSimilar attack · BleepingComputer
- LowExtracting System Prompt of LLM Services in Complex (Agentic) Settings: Hierarchical Optimization and Reliable Evaluation MetricsSimilar attack · Arxiv (cs.CR + cs.CL + cs.LG)
- InfoMCP Tool Poisoning in Agentic AI Frameworks: A Cross-Framework Measurement StudySimilar attack · Arxiv (cs.CR + cs.CL + cs.LG)
- MediumHow We Took Over ChatGPT AccountsSimilar attack · Simon Willison's Weblog
- Medium“Black October” for AI Developer PlatformsSimilar attack · Wiz Research Blog