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05/01/2023
slytHErin: An Agile Framework for Encrypted Deep Neural Network Inference
Homomorphic encryption (HE), which allows computations on encrypted data...
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03/31/2023
Scalable and Privacy-Preserving Federated Principal Component Analysis
Principal component analysis (PCA) is an essential algorithm for dimensi...
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09/06/2022
Orchestrating Collaborative Cybersecurity: A Secure Framework for Distributed Privacy-Preserving Threat Intelligence Sharing
Cyber Threat Intelligence (CTI) sharing is an important activity to redu...
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07/28/2022
Privacy-Preserving Federated Recurrent Neural Networks
We present RHODE, a novel system that enables privacy-preserving trainin...
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09/01/2020
POSEIDON: Privacy-Preserving Federated Neural Network Learning
In this paper, we address the problem of privacy-preserving training and...
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05/19/2020
