most citedBicoptor 2.0: Addressing Challenges in Probabilistic Truncation for Enhanced Privacy-Preserving Machine Learning

2 citations · 2 across the 2 of their papers we have counts for

collaborators
Showing cs.CRShow all

2 papers · 1 filter

cs.CR2025

Shadow in the Cache: Unveiling and Mitigating Privacy Risks of KV-cache in LLM Inference

Zhifan Luo, Shuo Shao, Su Zhang +5

The Key-Value (KV) cache, which stores intermediate attention computations (Key and Value pairs) to avoid redundant calculations, is a fundamental mechanism for accelerating Large…

cs.CR2023★ 2 cited

Bicoptor 2.0: Addressing Challenges in Probabilistic Truncation for Enhanced Privacy-Preserving Machine Learning

Lijing Zhou, Qingrui Song, Su Zhang +3

This paper primarily focuses on analyzing the problems and proposing solutions for the probabilistic truncation protocol in existing PPML works from the perspectives of accuracy an…