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08/04/2023
BlindSage: Label Inference Attacks against Node-level Vertical Federated Graph Neural Networks
Federated learning enables collaborative training of machine learning mo...
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03/16/2022
Client-Wise Targeted Backdoor in Federated Learning
Federated Learning (FL) emerges from the privacy concerns traditional ma...
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12/10/2021
SoK: On the Security Privacy in Federated Learning
Advances in Machine Learning (ML) and its wide range of applications boo...
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10/21/2021
Watermarking Graph Neural Networks based on Backdoor Attacks
Graph Neural Networks (GNNs) have achieved promising performance in vari...
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06/06/2018
