Titlebook: Wireless Algorithms, Systems, and Applications; 17th International C Lei Wang,Michael Segal,Tie Qiu Conference proceedings 2022 The Editor(

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Recovering the?Weights of?Convolutional Neural Network via?Chosen Pixel Horizontal Power Analysishat the adversary only has the knowledge of the architectures. We increase the accuracy of our attack through setting up chosen input pixel to correlate the selected multiplication. We are able to successfully recover the weights of a CMSIS-NN implementation CNN, and accuracy of our attack is 84.625

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Weighted Data Loss Minimization in?UAV Enabled Wireless Sensor Networksations of the UAV into finite to reduce computational complexity. We instead propose efficient heuristic and approximation algorithms for the optimization problem. Finally, we evaluate the performance of the proposed algorithms through extensive experimental simulations. Simulation results demonstra

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Prediction of Cancellation Probability of Online Car-Hailing Orders Based on Multi-source Heterogenets of an attribute fusion module, encoder layer, and decoder layer. Finally, a full experiment is carried out using the Didi Chengdu online car-hailing order data set to verify the effectiveness of the algorithm.

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FedGAN: A Federated Semi-supervised Learning from?Non-IID Data demonstrate that FedGAN outperforms related federated semi-supervised learning methods, including a 55.36% accuracy on CIFAR-10 with 2k labels and 70.65% accuracy on SVHN with 1k labels - just 100 labels per class. Moreover, we carry out an extensive ablation and robust study to tease apart the exp

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