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07/24/2023
PUMA: Secure Inference of LLaMA-7B in Five Minutes
With ChatGPT as a representative, tons of companies have began to provid...
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06/03/2023
A Comprehensive Survey on Deep Learning for Relation Extraction: Recent Advances and New Frontiers
Relation extraction (RE) involves identifying the relations between enti...
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12/04/2021
Revisiting k-Nearest Neighbor Graph Construction on High-Dimensional Data : Experiments and Analyses
The k-nearest neighbor graph (KNNG) on high-dimensional data is a data s...
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02/11/2020
Privacy-preserving collaborative machine learning on genomic data using TensorFlow
Machine learning (ML) methods have been widely used in genomic studies. ...
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02/06/2020
Secure Social Recommendation based on Secret Sharing
Nowadays, privacy preserving machine learning has been drawing much atte...
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10/12/2019
Quantification of the Leakage in Federated Learning
With the growing emphasis on users' privacy, federated learning has beco...
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08/30/2019