Yogachandran Rahulamathavan | DeepAI

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∙ 06/08/2023

FheFL: Fully Homomorphic Encryption Friendly Privacy-Preserving Federated Learning with Byzantine Users

The federated learning (FL) technique was developed to mitigate data pri...

0 Yogachandran Rahulamathavan, et al. ∙

∙ 03/20/2023

Recursive Euclidean Distance Based Robust Aggregation Technique For Federated Learning

Federated learning has gained popularity as a solution to data availabil...

0 Charuka Herath, et al. ∙

∙ 03/25/2022

Deep Learning for Encrypted Traffic Classification and Unknown Data Detection

Despite the widespread use of encryption techniques to provide confident...

0 Madushi H. Pathmaperuma, et al. ∙

∙ 02/16/2022

Privacy-preserving Similarity Calculation of Speaker Features Using Fully Homomorphic Encryption

Recent advances in machine learning techniques are enabling Automated Sp...

0 Yogachandran Rahulamathavan, et al. ∙

∙ 04/04/2020

Scalar Product Lattice Computation for Efficient Privacy-preserving Systems

Privacy-preserving applications allow users to perform on-line daily act...

0 Yogachandran Rahulamathavan, et al. ∙

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