Shijie Wang

ML-Stealer: Stealing Prediction Functionality of Machine Learning Models with Mere Black-Box Access

2021 · 2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)

Machine Learning (ML) models are progressively deployed in many real-world applications to perform a wide range of tasks, but are exposed to the security and privacy threats which aim to infer the details and even …

A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models

2024

As one of the most advanced techniques in AI, Retrieval-Augmented Generation (RAG) can offer reliable and up-to-date external knowledge, providing huge convenience for numerous tasks. Particularly in the era of AI-Generated Content (AIGC), the powerful …