27 citations · 27 across the 3 of their papers we have counts for
4 papers
BetweenCut: Private Heavy-Node Classification with Doubly Logarithmic Error in Tree Height
Ergute Bao, Graham Cormode, Xiaokui Xiao +1
Finding heavy nodes in a tree---those whose counts exceed a given threshold---is a building block for analysis and learning over structured data. Achieving record-level differentia…
Least singular values of shifted sparse random combinatorial matrices
Dongbin Li, Alexander E. Litvak, Tingzhou Yu
Let be an random matrix with entries in , where each row is independently and uniformly sampled from the set of all vectors in containing e…
Prompt Inference Attack on Distributed Large Language Model Inference Frameworks
Xinjian Luo, Ting Yu, Xiaokui Xiao
The inference process of modern large language models (LLMs) demands prohibitive computational resources, rendering them infeasible for deployment on consumer-grade devices. To add…
Large Language Models for Cyber Security: A Systematic Literature Review
Hanxiang Xu, Shenao Wang, Ningke Li +6
The rapid advancement of Large Language Models (LLMs) has opened up new opportunities for leveraging artificial intelligence in a variety of application domains, including cybersec…