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View article: Computation and Communication Efficient Adaptive Federated Optimization of Federated Learning for Internet of Things
Computation and Communication Efficient Adaptive Federated Optimization of Federated Learning for Internet of Things Open
The proliferation of the Internet of Things (IoT) and widespread use of devices with sensing, computing, and communication capabilities have motivated intelligent applications empowered by artificial intelligence. Classical artificial inte…
View article: Efficient Adaptive Federated Optimization of Federated Learning for IoT
Efficient Adaptive Federated Optimization of Federated Learning for IoT Open
The proliferation of the Internet of Things (IoT) and widespread use of devices with sensing, computing, and communication capabilities have motivated intelligent applications empowered by artificial intelligence. The classical artificial …
View article: Dynamic Asynchronous Anti Poisoning Federated Deep Learning with Blockchain-Based Reputation-Aware Solutions
Dynamic Asynchronous Anti Poisoning Federated Deep Learning with Blockchain-Based Reputation-Aware Solutions Open
As promising privacy-preserving machine learning technology, federated learning enables multiple clients to train the joint global model via sharing model parameters. However, inefficiency and vulnerability to poisoning attacks significant…
View article: Dual Autoencoders Generative Adversarial Network for Imbalanced Classification Problem
Dual Autoencoders Generative Adversarial Network for Imbalanced Classification Problem Open
The imbalanced classification problem has become greatest issue in many fields, especially in fraud detection. In fraud detection, the transaction datasets available for training are extremely imbalanced, with fraudulent transaction logs c…