DeTrust-FL: Privacy-Preserving Federated Learning in Decentralized Trust SettingRunhua XuNathalie Baracaldoet al.2022CLOUD 2022
NN-EMD: Efficiently Training Neural Networks Using Encrypted Multi-Sourced DatasetsRunhua XuJames Joshiet al.2021IEEE TDSC
Blockchain-based Transparency Framework for Privacy Preserving Third-party ServicesRunhua XuChao Liet al.2021IEEE TDSC
FedV: Privacy-Preserving Federated Learning over Vertically Partitioned DataRunhua XuNathalie Baracaldoet al.2021AISec/CCS 2021
SteemOps: Extracting and Analyzing Key Operations in Steemit Blockchain-based Social Media PlatformChao LiBalaji Palanisamyet al.2021CODASPY 2021
Revisiting Secure Computation Using Functional Encryption: Opportunities and Research DirectionsRunhua XuJames Joshi2020TPS-ISA 2020
Hybridalpha: An efficient approach for privacy-preserving federated learningRunhua XuNathalie Baracaldoet al.2019AISec/CCS 2019