15 citations · 43 across the 14 of their papers we have counts for
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cs.SE2020
A Systematic Literature Review on Federated Machine Learning: From A Software Engineering Perspective
Sin Kit Lo, Qinghua Lu, Chen Wang +2
Federated learning is an emerging machine learning paradigm where clients train models locally and formulate a global model based on the local model updates. To identify the state-…
cs.CR2020★ 4 cited
Design Patterns for Blockchain-based Self-Sovereign Identity
Yue Liu, Qinghua Lu, Hye-Young Paik +1
Self-sovereign identity is a new identity management paradigm that allows entities to really have the ownership of their identity data and control their use without involving any i…
cs.SE2020
Design-Pattern-as-a-Service for Blockchain-based Self-Sovereign Identity
Yue Liu, Qinghua Lu, Hye-Young Paik +3
Self-sovereign identity (SSI) is considered to be a "killer application" of blockchain. However, there is a lack of systematic architecture designs for blockchain-based SSI systems…