Fast and Fair Computation Offloading Management in a Swarm of Drones Using a Rating-Based Federated Learning Approach

by Dadmehr Rahbari, Muhammad Mahtab Alam, Yannick Le Moullec, Maksim Jenihhin
Published 2021-01-01

Scalable Privacy-Preserving Distributed Learning

by Froelicher David, Troncoso-Pastoriza Juan R., Pyrgelis Apostolos, Sav Sinem, Sousa Joao Sa, Bossuat Jean-Philippe, Hubaux Jean-Pierre
Published 2021-04-01

Federated Cooperation and Augmentation for Power Allocation in Decentralized Wireless Networks

by Mu Yan, Bolun Chen, Gang Feng, Shuang Qin
Published 2020-01-01

Towards Open and Expandable Cognitive AI Architectures for Large-Scale Multi-Agent Human-Robot Collaborative Learning

by Georgios Th. Papadopoulos, Margherita Antona, Constantine Stephanidis
Published 2021-01-01

Predicting the APT for Cyber Situation Comprehension in 5G-Enabled IoT Scenarios Based on Differentially Private Federated Learning

by Xiang Cheng, Qian Luo, Ye Pan, Zitong Li, Jiale Zhang, Bing Chen
Published 2021-01-01

Federated Learning of Electronic Health Records to Improve Mortality Prediction in Hospitalized Patients With COVID-19: Machine Learning Approach

by Vaid, Akhil, Jaladanki, Suraj K, Xu, Jie, Teng, Shelly, Kumar, Arvind, Lee, Samuel, Somani, Sulaiman, Paranjpe, Ishan, De Freitas, Jessica K, Wanyan, Tingyi, Johnson, Kipp W, Bicak, Mesude, Klang, Eyal, Kwon, Young Joon, Costa, Anthony, Zhao, Shan, Miotto, Riccardo, Charney, Alexander W, Böttinger, Erwin, Fayad, Zahi A, Nadkarni, Girish N, Wang, Fei, Glicksberg, Benjamin S
Published 2021-01-01

FedPARL: Client Activity and Resource-Oriented Lightweight Federated Learning Model for Resource-Constrained Heterogeneous IoT Environment

by Ahmed Imteaj, Ahmed Imteaj, M. Hadi Amini, M. Hadi Amini
Published 2021-04-01

Building a Personally Identifiable Information Recognizer in a Privacy Preserved Manner Using Automated Annotation and Federated Learning

by Hathurusinghe, Rajitha
Published 2020

Federated Transfer Learning for IIoT Devices With Low Computing Power Based on Blockchain and Edge Computing

by Peiying Zhang, Hao Sun, Jingyi Situ, Chunxiao Jiang, Dongliang Xie
Published 2021-01-01

A Blockchain-Based Federated Forest for SDN-Enabled In-Vehicle Network Intrusion Detection System

by Ibrahim Aliyu, Marco Carlo Feliciano, Selinde Van Engelenburg, Dong Ok Kim, Chang Gyoon Lim
Published 2021-01-01

Integrations between Autonomous Systems and Modern Computing Techniques: A Mini Review

by Jerry Chen, Maysam Abbod, Jiann-Shing Shieh
Published 2019-09-01

Blockchain for Securing AI Applications and Open Innovations

by Rucha Shinde, Shruti Patil, Ketan Kotecha, Kirti Ruikar
Published 2021-08-01

LocKedge: Low-Complexity Cyberattack Detection in IoT Edge Computing

by Truong Thu Huong, Ta Phuong Bac, Dao M. Long, Bui D. Thang, Nguyen T. Binh, Tran D. Luong, Tran Kim Phuc
Published 2021-01-01

Artificial Intelligence for UAV-Enabled Wireless Networks: A Survey

by Mohamed-Amine Lahmeri, Mustafa A. Kishk, Mohamed-Slim Alouini
Published 2021-01-01

A Multi-Core Controller for an Embedded AI System Supporting Parallel Recognition

by Suyeon Jang, Hyun Woo Oh, Young Hyun Yoon, Dong Hyun Hwang, Won Sik Jeong, Seung Eun Lee
Published 2021-07-01

Intelligent Radio Signal Processing: A Survey

by Quoc-Viet Pham, Nhan Thanh Nguyen, Thien Huynh-The, Long Bao Le, Kyungchun Lee, Won-Joo Hwang
Published 2021-01-01

Optimization algorithm of communication systems with intelligent reflecting surface for internet of things

Published 2021-04-01

Distributed Learning Applications in Power Systems: A Review of Methods, Gaps, and Challenges

by Nastaran Gholizadeh, Petr Musilek
Published 2021-06-01

Stochastic Channel-Based Federated Learning With Neural Network Pruning for Medical Data Privacy Preservation: Model Development and Experimental Validation

by Shao, Rulin, He, Hongyu, Chen, Ziwei, Liu, Hui, Liu, Dianbo
Published 2020-12-01