Work

Understanding and Detecting File Knowledge Leakage in GPT App Ecosystem

Year: 2025
Type: conference-paper
Abstract: OpenAI has enabled third-party developers to build applications around ChatGPT, known as GPTs, to expand its capability to handle complex and specialized tasks. A key feature of GPTs is Retrieval-Augmented Generation (RAG), which allows developers to upload documents containing domain knowledge or application context, referred to as file knowledge. However, these documents often contain sensitive information, and the security mechanisms governing access control in GPTs remains an underexplored area.
Language: English
Open Access status: gold
OpenAlex ID: W4409657420
FWCI: 3.954
Cites: 12
Cited by: 4
Related to: 10