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Hierarchical Federated Learning over HetNets enabled by Wireless Energy Transfer
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference Paper)
Training centralized machine learning (ML) models becomes infeasible in wireless networks due to the increasing number of internet of things (IoT) and mobile devices and the prevalence of the learning algorithms to adapt ...
BPFL: A Blockchain Based Privacy-Preserving Federated Learning Scheme
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference Paper)
Federated Learning (FL), which allows multiple participants to co-train machine Learning models without exposing local data, has been recognized as a promising method in the past few years. However, in the FL process, the ...
Understanding Digital Forensic Characteristics of Smart Speaker Ecosystems
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference Paper)
With a built-in intelligent personal voice assistant providing QA services, smart speaker ecosystems combine multiple compatible components, including the internet of things (IoT) technology, mobile devices, and cloud ...
A Robust Protocol for Smart eHealthcare based on Elliptic Curve Cryptography and Fuzzy logic in IoT
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference Paper)
Emerging technologies change the qualities of modern healthcare by employing smart systems for patient monitoring. To well use the data surrounding the patient, tiny sensing devices and smart gateways are involved. These ...
Security Performance Analysis of a Health System using Hybrid NOMA-OMA based IoT System
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference Paper)
Internet of Things (IoT) systems have been playing a significant role in improving the quality of various applications and services. With the expansion increase of loT devices and users, different Multiple Access (MA) ...
Federated Deep Actor-Critic-Based Task Offloading in Air-Ground Electricity IoT
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference Paper)
The integration of air-ground electricity internet of things (AGE-IoT) and machine learning, enables flexible network coverage and intelligent task offloading. However, dynamics of AGE-IoT networks, incomplete information, ...
Visible Forensic Investigation for Android Applications by Using Attack Scenario Reconstruction
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference Paper)
With the widespread use of Android devices, research on their security has attracted increasing attention. However, at present, digital forensics for investigating attacks, such as social engineering attacks and phishing ...
Fog-Based Conditional Privacy-Preserving Data Batch Verification in Smart Grid
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference Paper)
The smart grid is already widespread for the purpose of managing energy generation and distribution. In this system, frequent interactions between devices generate mass data, which requires robust processing capability. ...
NOMA-based Joint Allocation and Offloading Strategy of Communication and Computing Resources
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference Paper)
This paper proposes an offloading strategy for communication resources and computing resources. Based on the communication background of NOMA, this strategy combines D2D communication and cellular mobile communication to ...
UAVs Smart heuristics for Target Coverage and Path Planning Through Strategic Locations
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference Paper)
The affordability and deployment-flexibility of Unmanned Air Vehicles (UAVs) have ignited the development of many smart applications, including surveillance, disaster management, and smart farming. Drone's energy consumption ...