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cs.CR2026
LRD-MPC: Efficient MPC Inference through Low-rank Decomposition
Tingting Tang, Yongqin Wang, Murali Annavaram
Secure Multi-party Computation (MPC) enables untrusted parties to jointly compute a function without revealing their inputs. Its application to machine learning (ML) has gained sig…
cs.CR2026
Differentially Private Retrieval-Augmented Generation
Tingting Tang, James Flemings, Yongqin Wang +1
Retrieval-augmented generation (RAG) is a widely used framework for reducing hallucinations in large language models (LLMs) on domain-specific tasks by retrieving relevant document…