activity
20162022
most citedBoosting Privately: Privacy-Preserving Federated Extreme Boosting for Mobile Crowdsensing

54 citations · 110 across the 13 of their papers we have counts for

collaborators

13 papers

cs.CR2022

Prove You Owned Me: One Step beyond RFID Tag/Mutual Authentication

Shaoying Cai, Yingjiu Li, Changshe Ma +2

Radio Frequency Identification (RFID) is a key technology used in many applications. In the past decades, plenty of secure and privacy-preserving RFID tag/mutual authentication pro…

cs.CR2022★ 13 cited

EvilScreen Attack: Smart TV Hijacking via Multi-channel Remote Control Mimicry

Yiwei Zhang, Siqi Ma, Tiancheng Chen +3

Modern smart TVs often communicate with their remote controls (including those smart phone simulated ones) using multiple wireless channels (e.g., Infrared, Bluetooth, and Wi-Fi).…

cs.CR2022★ 1 cited

SIMC 2.0: Improved Secure ML Inference Against Malicious Clients

Guowen Xu, Xingshuo Han, Tianwei Zhang +5

In this paper, we study the problem of secure ML inference against a malicious client and a semi-trusted server such that the client only learns the inference output while the serv…

cs.CR2021★ 1 cited

An efficient and secure scheme of verifiable computation for Intel SGX

Wenxiu Ding, Wei Sun, Zheng Yan +1

Cloud computing offers resource-constrained users big-volume data storage and energy-consuming complicated computation. However, owing to the lack of full trust in the cloud, the c…

cs.CR2020★ 2 cited

Pocket Diagnosis: Secure Federated Learning against Poisoning Attack in the Cloud

Zhuoran Ma, Jianfeng Ma, Yinbin Miao +3

Federated learning has become prevalent in medical diagnosis due to its effectiveness in training a federated model among multiple health institutions (i.e. Data Islands (DIs)). Ho…

cs.CR2020★ 3 cited

Privacy-preserving Medical Treatment System through Nondeterministic Finite Automata

Yang Yang, Robert H. Deng, Ximeng Liu +4

In this paper, we propose a privacy-preserving medical treatment system using nondeterministic finite automata (NFA), hereafter referred to as P-Med, designed for the remote medica…