Improving response time of home IoT services in federated learning

Author:

Hwang Dongjun1,Mun Hyunsu1,Lee Youngseok1

Affiliation:

1. Chungnam National University, Daejeon, Republic of Korea

Funder

Information tracking technology related with cyber crime activity including illegal virtual asset transactions

Tranning Key Talents in Industrial Convergence Security

Publisher

ACM

Reference15 articles.

1. IOTFLA : A Secured and Privacy-Preserving Smart Home Architecture Implementing Federated Learning

2. Performance Analysis of Internet of Things Interactions via Simulation-Based Queueing Models

3. IFed: A novel federated learning framework for local differential privacy in Power Internet of Things

4. Rebecca Deczynski . 2021. Thanks to This Color-Changing Light Bulb , I Can Finally Fall Asleep Faster at Night. ( 2021 ). https://www.yahoo.com/lifestyle/thanks-color-changing-light-bulb-201529163.html Rebecca Deczynski. 2021. Thanks to This Color-Changing Light Bulb, I Can Finally Fall Asleep Faster at Night. (2021). https://www.yahoo.com/lifestyle/thanks-color-changing-light-bulb-201529163.html

5. Composition-Driven IoT Service Provisioning in Distributed Edges

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1. A differential privacy aided DeepFed intrusion detection system for IoT applications;SECURITY AND PRIVACY;2024-07-10

2. Routing Optimization Based on Distributed Intelligent Network Softwarization for the Internet of Things;Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing;2024-04-08

3. FedFog - A federated learning based resource management framework in fog computing for zero touch networks;Mehran University Research Journal of Engineering and Technology;2023-07-21

4. Robust Federated Learning for Ubiquitous Computing through Mitigation of Edge-Case Backdoor Attacks;Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies;2022-12-21

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