most citedSAFELearning: Enable Backdoor Detectability In Federated Learning With Secure Aggregation

41 citations · 43 across the 4 of their papers we have counts for

collaborators

5 papers

eess.SP2021

IF equation: a feature extractor for high-concentration time-frequency representation of mixed signals

Xiangxiang Zhu, Kunde Yang, Zhuosheng Zhang

High-concentration time-frequency (TF) representation provides a valuable tool for characterizing multi-component non-stationary signals. In our previous work, we proposed using an…

eess.SP2021★ 1 cited

High-resolution chirplet transform: from parameters analysis to parameters combination

Xiangxiang Zhu, Bei Li, Kunde Yang +2

The standard chirplet transform (CT) with a chirp-modulated Gaussian window provides a valuable tool for analyzing linear chirp signals. The parameters present in the window determ…

cs.LG2021★ 1 cited

BO-DBA: Query-Efficient Decision-Based Adversarial Attacks via Bayesian Optimization

Zhuosheng Zhang, Shucheng Yu

Decision-based attacks (DBA), wherein attackers perturb inputs to spoof learning algorithms by observing solely the output labels, are a type of severe adversarial attacks against…

cs.CR2021★ 41 cited

SAFELearning: Enable Backdoor Detectability In Federated Learning With Secure Aggregation

Zhuosheng Zhang, Jiarui Li, Shucheng Yu +1

For model privacy, local model parameters in federated learning shall be obfuscated before sent to the remote aggregator. This technique is referred to as \emph{secure aggregation}…

cs.CL2019

A Smart Sliding Chinese Pinyin Input Method Editor on Touchscreen

Zhuosheng Zhang, Zhen Meng, Hai Zhao

This paper presents a smart sliding Chinese pinyin Input Method Editor (IME) for touchscreen devices which allows user finger sliding from one key to another on the touchscreen ins…