most citedSemi-Targeted Model Poisoning Attack on Federated Learning via Backward Error Analysis

2 citations · 2 across the 3 of their papers we have counts for

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3 papers

cs.LG2022★ 2 cited

Semi-Targeted Model Poisoning Attack on Federated Learning via Backward Error Analysis

Yuwei Sun, Hideya Ochiai, Jun Sakuma

Model poisoning attacks on federated learning (FL) intrude in the entire system via compromising an edge model, resulting in malfunctioning of machine learning models. Such comprom…

cs.CR2021

Suspicious ARP Activity Detection and Clustering Based on Autoencoder Neural Networks

Yuwei Sun, Hideya Ochiai, Hiroshi Esaki

The rapidly increasing number of smart devices on the Internet necessitates an efficient inspection system for safeguarding our networks from suspicious activities such as Address…

cs.LG2021

Information Stealing in Federated Learning Systems Based on Generative Adversarial Networks

Yuwei Sun, Ng Chong, Hideya Ochiai

An attack on deep learning systems where intelligent machines collaborate to solve problems could cause a node in the network to make a mistake on a critical judgment. At the same…