Preprint

Community Membership Hiding as Counterfactual Graph Search via Deep Reinforcement Learning

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Jan 1, 2023

A Survey on Decentralized Federated Learning

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Jan 1, 2023

A Byzantine-Resilient Aggregation Scheme for Federated Learning via Matrix Autoregression on Client Updates

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Jan 1, 2023

Sparse Vicious Attacks on Graph Neural Networks

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Jan 1, 2022

MUSTACHE: Multi-Step-Ahead Predictions for Cache Eviction

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Jan 1, 2022

GREASE: Generate Factual and Counterfactual Explanations for GNN-based Recommendations

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Jan 1, 2022

ReLACE: Reinforcement Learning Agent for Counterfactual Explanations of Arbitrary Predictive Models

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Jan 1, 2021

NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks

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Jan 1, 2021

Covert Channel Attack to Federated Learning Systems

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Jan 1, 2021

CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks

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Jan 1, 2021