1.1k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of Electronic Science and Technology of ChinaCN28 papers
- Shanghai Jiao Tong UniversityCN25 papers
- Stockholm UniversitySE21 papers
- Beijing Computational Science Research CenterCN19 papers
- University of the Basque CountryES19 papers
- IkerbasqueES18 papers
- National Key Laboratory of Science and Technology on CommunicationsCN17 papers
- Zhejiang UniversityCN17 papers
- Columbia UniversityUS15 papers
- City University of New YorkUS12 papers
- Massachusetts Institute of TechnologyUS12 papers
- University of California, BerkeleyUS12 papers
Showing 2021 · cs.CRShow all
2 papers · 2 filters
cs.CR2021★ 2 cited
VeriDL: Integrity Verification of Outsourced Deep Learning Services (Extended Version)
Boxiang Dong, Bo Zhang, Hui +1
Deep neural networks (DNNs) are prominent due to their superior performance in many fields. The deep-learning-as-a-service (DLaaS) paradigm enables individuals and organizations (c…
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}…