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08/23/2023
A Survey for Federated Learning Evaluations: Goals and Measures
Evaluation is a systematic approach to assessing how well a system achie...
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06/10/2023
Linear saturation numbers of Berge-C_3 and Berge-C_4
The linear saturation number sat^lin_k(n,ℱ) (linear extremal number ex^l...
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04/04/2023
A Survey on Vertical Federated Learning: From a Layered Perspective
Vertical federated learning (VFL) is a promising category of federated l...
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12/04/2022
SoK: Fully Homomorphic Encryption Accelerators
Fully Homomorphic Encryption (FHE) is a key technology enabling privacy-...
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08/02/2022
Extremal numbers of disjoint triangles in r-partite graphs
For two graphs G and F, the extremal number of F in G, denoted by ex(G,F...
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06/28/2022
Secure Forward Aggregation for Vertical Federated Neural Networks
Vertical federated learning (VFL) is attracting much attention because i...
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08/16/2021
Aegis: A Trusted, Automatic and Accurate Verification Framework for Vertical Federated Learning
Vertical federated learning (VFL) leverages various privacy-preserving a...
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07/03/2021
Multi-Objective Congestion Control
Decades of research on Internet congestion control (CC) has produced a p...
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05/19/2021
Federated Singular Vector Decomposition
With the promulgation of data protection laws (e.g., GDPR in 2018), priv...
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12/30/2019