LIGHTWEIGHT

作品数：552被引量：1025H指数：15
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LMSA:A Lightweight Multi-Key Secure Aggregation Framework for Privacy-Preserving Healthcare AIoT
《Computer Modeling in Engineering & Sciences》2025年第4期827-847,共21页Hyunwoo Park Jaedong Lee 
supported by the National Research Foundation of Korea(NRF)grant funded by the Korea government(MSIT)(No.NRF-2022R1C1C2012463).
Integrating Artificial Intelligence of Things(AIoT)in healthcare offers transformative potential for real-time diagnostics and collaborative learning but presents critical challenges,including privacy preservation,com...
关键词：Secure aggregation LIGHTWEIGHT federated learning 
AFBNet: A Lightweight Adaptive Feature Fusion Module for Super-Resolution Algorithms
《Computer Modeling in Engineering & Sciences》2024年第9期2315-2347,共33页Lirong Yin Lei Wang Siyu Lu Ruiyang Wang Haitao Ren Ahmed AlSanad Salman A.AlQahtani Zhengtong Yin Xiaolu Li Wenfeng Zheng 
Supported by Sichuan Science and Technology Program(2021YFQ0003,2023YFSY0026,2023YFH0004).
At present,super-resolution algorithms are employed to tackle the challenge of low image resolution,but it is difficult to extract differentiated feature details based on various inputs,resulting in poor generalizatio...
关键词：SUPER-RESOLUTION feature extraction dynamic convolution attention mechanism gate control 
Suboptimal Feature Selection Techniques for Effective Malicious Traffic Detection on Lightweight Devices
《Computer Modeling in Engineering & Sciences》2024年第8期1669-1687,共19页So-Eun Jeon Ye-Sol Oh Yeon-Ji Lee Il-Gu Lee 
supported by the Korea Institute for Advancement of Technology(KIAT)Grant funded by the Korean Government(MOTIE)(P0008703,The Competency Development Program for Industry Specialists);MSIT under the ICAN(ICT Challenge and Advanced Network of HRD)Program(No.IITP-2022-RS-2022-00156310)supervised by the Institute of Information&Communication Technology Planning and Evaluation(IITP).
With the advancement of wireless network technology,vast amounts of traffic have been generated,and malicious traffic attacks that threaten the network environment are becoming increasingly sophisticated.While signatu...
关键词：Feature selection lightweight device machine learning Internet of Things malicious traffic 
A Lightweight Network with Dual Encoder and Cross Feature Fusion for Cement Pavement Crack Detection
《Computer Modeling in Engineering & Sciences》2024年第7期255-273,共19页Zhong Qu Guoqing Mu Bin Yuan 
supported by the National Natural Science Foundation of China(No.62176034);the Science and Technology Research Program of Chongqing Municipal Education Commission(No.KJZD-M202300604);the Natural Science Foundation of Chongqing(Nos.cstc2021jcyj-msxmX0518,2023NSCQ-MSX1781).
Automatic crack detection of cement pavement chiefly benefits from the rapid development of deep learning,with convolutional neural networks(CNN)playing an important role in this field.However,as the performance of cr...
关键词：Shallow feature extraction module large kernel atrous convolution dual encoder lightweight network crack detection 
Lightweight Multi-Resolution Network for Human Pose Estimation
《Computer Modeling in Engineering & Sciences》2024年第3期2239-2255,共17页Pengxin Li Rong Wang Wenjing Zhang Yinuo Liu Chenyue Xu 
the National Natural Science Foundation of China(Grant Number 62076246).
Human pose estimation aims to localize the body joints from image or video data.With the development of deeplearning,pose estimation has become a hot research topic in the field of computer vision.In recent years,huma...
关键词：LIGHTWEIGHT human pose estimation keypoint detection high resolution network 
Enhancing IoT Data Security with Lightweight Blockchain and Okamoto Uchiyama Homomorphic Encryption被引量：1
《Computer Modeling in Engineering & Sciences》2024年第2期1731-1748,共18页Mohanad A.Mohammed Hala B.Abdul Wahab 
Blockchain technology has garnered significant attention from global organizations and researchers due to its potential as a solution for centralized system challenges.Concurrently,the Internet of Things(IoT)has revol...
关键词：Blockchain IOT integration of IoT and blockchain consensus algorithm Okamoto Uchiyama homomorphic encryption lightweight blockchain 
Lightweight Network Ensemble Architecture for Environmental Perception on the Autonomous System
《Computer Modeling in Engineering & Sciences》2023年第1期135-156,共22页Yingpeng Dai Junzheng Wang Jing Li Lingfeng Meng Songfeng Wang 
supported by the National Key Research and Development Program of China under Grant 2019YFC1511401;the National Natural Science Foundation of China under Grant 62173038 and 61103157;Science Foundation for Young Scholars of Tobacco Research Institute of Chinese Academy of Agricultural Sciences under Grant 2021B05;Key Scientific and Tech-nological Research and Development Project of China National Tobacco Corporation under Grant 110202102007.
It is important for the autonomous system to understand environmental information.For the autonomous system,it is desirable to have a strong generalization ability to deal with different complex environmental informat...
关键词：Neural network ensemble real-time application CLASSIFICATION semantic segmentation 
Disease Recognition of Apple Leaf Using Lightweight Multi-Scale Network with ECANet被引量：4
《Computer Modeling in Engineering & Sciences》2022年第9期711-738,共28页Helong Yu Xianhe Cheng Ziqing Li Qi Cai Chunguang Bi 
funded by the Science and Technology Development Program of Jilin Province(20190301024NY);the Precision Agriculture and Big Data Engineering Research Center of Jilin Province(2020C005).
To solve the problem of difficulty in identifying apple diseases in the natural environment and the low application rate of deep learning recognition networks,a lightweight ResNet(LW-ResNet)model for apple disease rec...
关键词：Apple disease recognition deep residual network multi-scale feature efficient channel attention module lightweight network 
A Lightweight and Robust User Authentication Protocol with User Anonymity for IoT-Based Healthcare被引量：1
《Computer Modeling in Engineering & Sciences》2022年第4期307-329,共23页Chien-Ming Chen Shuangshuang Liu Shehzad Ashraf Chaudhry Yeh-Cheng Chen Muhammad Asghar khan 
With the rise of the Internet of Things(IoT),the word“intelligent medical care”has increasingly become a major vision.Intelligent medicine adopts the most advanced IoT technology to realize the interaction between p...
关键词：IOT intelligent medical user authentication 
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