A collection of published articles from members of the Department of Computer Science at Kennesaw State University.

Visit the full list of Faculty Publications to view the work from other departments on campus.

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Submissions from 2022

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Toward Smart Traffic Management With 3D Placement Optimization in UAV-Assisted NOMA IIoT Networks, Abuzar B.M. Adam, Mohammed Saleh Ali Muthanna, Ammar Muthanna, and Tu N. Nguyen

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Toward Smart Traffic Management With 3D Placement Optimization in UAV-Assisted NOMA IIoT Networks, Abuzar B.M. Adam, Mohammed Saleh Ali Muthanna, Ammar Muthanna, and Tu N. Nguyen

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On the Physical Layer Security of Federated Learning based IoMT Networks, Junaid Ahmed, Tu Ngoc Nguyen, Bakhtiar Ali, and Awais Javed

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On the Physical Layer Security of Federated Learning based IoMT Networks, Junaid Ahmed, Tu Ngoc Nguyen, Bakhtiar Ali, and Awais Javed

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Biomedical IoT: Enabling Technologies, Architectural Elements, Challenges, and Future Directions, Mohammed Aledhari, Rehma Razzak, Basheer Qolomany, and Ala Al-Fuqaha

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Biomedical IoT: Enabling Technologies, Architectural Elements, Challenges, and Future Directions, Mohammed Aledhari, Rehma Razzak, Basheer Qolomany, and Ala Al-Fuqaha

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An Improved Hybrid Swarm Intelligence for Scheduling IoT Application Tasks in the Cloud, Ibrahim Attiya, Mohamed Abd Elaziz, Laith Abualigah, and Tu N. Nguyen

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An Improved Hybrid Swarm Intelligence for Scheduling IoT Application Tasks in the Cloud, Ibrahim Attiya, Mohamed Abd Elaziz, Laith Abualigah, and Tu N. Nguyen

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Compiler IR-Based Program Encoding Method for Software Defect Prediction, Yong Chen, Chao Xu, Jing Selena He, and Sheng Xiao

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Compiler IR-Based Program Encoding Method for Software Defect Prediction, Yong Chen, Chao Xu, Jing Selena He, and Sheng Xiao

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Polynomial Computation Using Unipolar Stochastic Logic and Correlation Technique, Shao I. Chu, Chi Long Wu, Tu N. Nguyen, and Bing Hong Liu

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Polynomial Computation Using Unipolar Stochastic Logic and Correlation Technique, Shao I. Chu, Chi Long Wu, Tu N. Nguyen, and Bing Hong Liu

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A Vehicle-Consensus Information Exchange Scheme for Traffic Management in Vehicular Ad-Hoc Networks, Jiechao Gao, Gunasekaran Manogaran, Tu N. Nguyen, and Seifedine Kadry

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A Vehicle-Consensus Information Exchange Scheme for Traffic Management in Vehicular Ad-Hoc Networks, Jiechao Gao, Gunasekaran Manogaran, Tu N. Nguyen, and Seifedine Kadry

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Redemptive Resource Allocation Scheme for IoT-Assisted Smart Healthcare Systems, Jiechao Gao, Tu Ngoc Nguyen, Gunasekaran Manogaran, and Ankit Chaudhary

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Redemptive Resource Allocation Scheme for IoT-Assisted Smart Healthcare Systems, Jiechao Gao, Tu Ngoc Nguyen, Gunasekaran Manogaran, and Ankit Chaudhary

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Age Efficient Optimization in UAV-Aided VEC Network: A Game Theory Viewpoint, Zhaoyang Han, Yaoqi Yang, Weizheng Wang, and Tu N. Nguyen

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Age Efficient Optimization in UAV-Aided VEC Network: A Game Theory Viewpoint, Zhaoyang Han, Yaoqi Yang, Weizheng Wang, and Tu N. Nguyen

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Adapt Burstable Containers to Variable CPU Resources, Hang Huang, Yuqing Zhao, Jia Rao, and Kun Suo

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Adapt Burstable Containers to Variable CPU Resources, Hang Huang, Yuqing Zhao, Jia Rao, and Kun Suo

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Reliable Communications for Cybertwin driven 6G IoVs using Intelligent Reflecting Surfaces, Muhammad Awais Javed, Tu N. Nguyen, Jawad Mirza, and Junaid Ahmed

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Reliable Communications for Cybertwin driven 6G IoVs using Intelligent Reflecting Surfaces, Muhammad Awais Javed, Tu N. Nguyen, Jawad Mirza, and Junaid Ahmed

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Leveraging Smart Contracts for Secure and Asynchronous Group Key Exchange Without Trusted Third Party, Victor Youdom Kemmoe, Yongseok Kwon, Rasheed Hussain, and Junggab Son

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Leveraging Smart Contracts for Secure and Asynchronous Group Key Exchange Without Trusted Third Party, Victor Youdom Kemmoe, Yongseok Kwon, Rasheed Hussain, and Junggab Son

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NOMA-enabled Backscatter Communications for Green Transportation in Automotive-Industry 5.0, Wali Ullah Khan, Asim Ihsan, Tu N. Nguyen, and Muhammad Awais Javed

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NOMA-enabled Backscatter Communications for Green Transportation in Automotive-Industry 5.0, Wali Ullah Khan, Asim Ihsan, Tu N. Nguyen, and Muhammad Awais Javed

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Deep Learning in Multi-Class Lung Diseases’ Classification on Chest X-ray Images, Sungyeup Kim, Beanbonyka Rim, Seongjun Choi, and Ahyoung Lee

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Deep Learning in Multi-Class Lung Diseases’ Classification on Chest X-ray Images, Sungyeup Kim, Beanbonyka Rim, Seongjun Choi, and Ahyoung Lee

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DQRA: Deep Quantum Routing Agent for Entanglement Routing in Quantum Networks, Linh Le and Tu N. Nguyen

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DQRA: Deep Quantum Routing Agent for Entanglement Routing in Quantum Networks, Linh Le and Tu N. Nguyen

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Optimization of Big Data Parallel Scheduling Based on Dynamic Clustering Scheduling Algorithm, Fang Liu, Yanxiang He, Jing He, and Xing Gao

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Optimization of Big Data Parallel Scheduling Based on Dynamic Clustering Scheduling Algorithm, Fang Liu, Yanxiang He, Jing He, and Xing Gao

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Mixed graph convolution and residual transformation network for skeleton-based action recognition, Shuhua Liu, Xiaoying Bai, Ming Fang, and Chih Cheng Hung

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Mixed graph convolution and residual transformation network for skeleton-based action recognition, Shuhua Liu, Xiaoying Bai, Ming Fang, and Chih Cheng Hung

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Micro-expression recognition based on SqueezeNet and C3D, Shuhua Liu, Yushu Ren, Lanting Li, and Chih Cheng Hung

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Micro-expression recognition based on SqueezeNet and C3D, Shuhua Liu, Yushu Ren, Lanting Li, and Chih Cheng Hung

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Optimizing Resource and Service Allocations for IoT-Assisted Intelligent Transportation Systems, Gunasekaran Manogaran, Jiechao Gao, and Tu N. Nguyen

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Optimizing Resource and Service Allocations for IoT-Assisted Intelligent Transportation Systems, Gunasekaran Manogaran, Jiechao Gao, and Tu N. Nguyen

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Deep Learning-based Service Distribution Model for Wireless Network Assisted Internet of Everything, Gunasekaran Manogaran, Tu Nguyen, Jiechao Gao, and Priyan Malarvizhi Kumar

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Deep Learning-based Service Distribution Model for Wireless Network Assisted Internet of Everything, Gunasekaran Manogaran, Tu Nguyen, Jiechao Gao, and Priyan Malarvizhi Kumar

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Towards optimal positioning and energy-efficient UAV path scheduling in IoT applications, Mohammed Saleh Ali Muthanna, Ammar Muthanna, Tu N. Nguyen, and Abdullah Alshahrani

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Towards optimal positioning and energy-efficient UAV path scheduling in IoT applications, Mohammed Saleh Ali Muthanna, Ammar Muthanna, Tu N. Nguyen, and Abdullah Alshahrani

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Transfer Learning-Aided Collaborative Computational Method for Intelligent Transportation System Applications, Tu N. Nguyen, Jiechao Gao, Gunasekaran Manogaran, and R. Dinesh Jackson Samuel

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Transfer Learning-Aided Collaborative Computational Method for Intelligent Transportation System Applications, Tu N. Nguyen, Jiechao Gao, Gunasekaran Manogaran, and R. Dinesh Jackson Samuel

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An Advanced Computing Approach for IoT-Botnet Detection in Industrial Internet of Things, Tu N. Nguyen, Quoc Dung Ngo, Huy Trung Nguyen, and Nguyen Long Giang

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An Advanced Computing Approach for IoT-Botnet Detection in Industrial Internet of Things, Tu N. Nguyen, Quoc Dung Ngo, Huy Trung Nguyen, and Nguyen Long Giang

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Transmit and Reflect Beamforming for Max-Min SINR in IRS-Aided MIMO Vehicular Networks, Muhammad Wasif Shabir, Tu N. Nguyen, Jawad Mirza, and Bakhtiar Ali

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Transmit and Reflect Beamforming for Max-Min SINR in IRS-Aided MIMO Vehicular Networks, Muhammad Wasif Shabir, Tu N. Nguyen, Jawad Mirza, and Bakhtiar Ali

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An empirical analysis of image augmentation against model inversion attack in federated learning, Seunghyeon Shin, Mallika Boyapati, Kun Suo, and Junggab Son

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An empirical analysis of image augmentation against model inversion attack in federated learning, Seunghyeon Shin, Mallika Boyapati, Kun Suo, and Junggab Son

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A Fully Authenticated Diffie-Hellman Protocol and Its Application in WSNs, Fajun Sun, Selena He, Xiaotong Zhang, and Jun Zhang

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Multi-agent deep q-networks for efficient edge federated learning communications in software-defined iot, Prohim Tam, Sa Math, Ahyoung Lee, and Seokhoon Kim

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Multi-agent deep q-networks for efficient edge federated learning communications in software-defined iot, Prohim Tam, Sa Math, Ahyoung Lee, and Seokhoon Kim

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Towards A Secure and Computational Framework for Internet of Drones Enabled Aerial Computing, Muhammad Tanveer, Abd Ullah Khan, Tu Nguyen, and Musheer Ahmad

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Towards A Secure and Computational Framework for Internet of Drones Enabled Aerial Computing, Muhammad Tanveer, Abd Ullah Khan, Tu Nguyen, and Musheer Ahmad

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A Fuzzy Association Rules Mining Algorithm with Fuzzy Partitioning Optimization for Intelligent Decision Systems, Trinh T.T. Tran, Tu N. Nguyen, Thuan T. Nguyen, and Giang L. Nguyen

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Towards sustainable energy efficient routing for dynamic ad-hoc communications in smart cities, P. Vijayalakshmi, Tu N. Nguyen, J. Abraham Dinakaran, and Korhan Cengiz

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Towards sustainable energy efficient routing for dynamic ad-hoc communications in smart cities, P. Vijayalakshmi, Tu N. Nguyen, J. Abraham Dinakaran, and Korhan Cengiz

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Timing Error Aware Register Allocation in TS, Sheng Xiao, Jing He, Xi Yang, and Heng Zhou

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Timing Error Aware Register Allocation in TS, Sheng Xiao, Jing He, Xi Yang, and Heng Zhou

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APRNet: A 3D Anisotropic Pyramidal Reversible Network with Multi-Modal Cross-Dimension Attention for Brain Tissue Segmentation in MR Images, Yuzhou Zhuang, Hong Liu, Enmin Song, and Chih Cheng Hung

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APRNet: A 3D Anisotropic Pyramidal Reversible Network with Multi-Modal Cross-Dimension Attention for Brain Tissue Segmentation in MR Images, Yuzhou Zhuang, Hong Liu, Enmin Song, and Chih Cheng Hung

Submissions from 2021

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Machine learning for network application security: Empirical evaluation and optimization, Mohammed Aledhari, Rehma Razzak, and Reza M. Parizi

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Efficient yet Robust Privacy Preservation for MPEG-DASH-Based Video Streaming, Luke Cranfill, Jeehyeong Kim, Hongkyu Lee, Victor Youdom Kemmoe, Sunghyun Cho, and Junggab Son

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Understanding social media beyond text: A reliable practice on Twitter, Qixuan Hou, Meng Han, Feiyang Qu, and Jing Selena He

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Iris-ocular-periocular: Toward more accurate biometrics for off-angle images, Mahmut Karakaya

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Energy-Efficient Resource Allocation for 6G Backscatter-Enabled NOMA IoV Networks, Wali Ullah Khan, Muhammad Awais Javed, Tu N. Nguyen, Shafiullah Khan, and Basem M. Elhalawany

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Energy-Efficient Resource Allocation for 6G Backscatter-Enabled NOMA IoV Networks, Wali Ullah Khan, Muhammad Awais Javed, Tu N. Nguyen, Shafiullah Khan, and Basem M. Elhalawany

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Learning-Based Resource Allocation for Backscatter-Aided Vehicular Networks, Wali Ullah Khan, Tu N. Nguyen, Furqan Jameel, Muhammad Ali Jamshed, Haris Pervaiz, Muhammad Awais Javed, and Riku Jantti

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Learning-Based Resource Allocation for Backscatter-Aided Vehicular Networks, Wali Ullah Khan, Tu N. Nguyen, Furqan Jameel, Muhammad Ali Jamshed, Haris Pervaiz, Muhammad Awais Javed, and Riku Jantti

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Ext4 and xfs file system forensic framework based on tsk, Hyungchan Kim, Sungbum Kim, Yeonghun Shin, Wooyeon Jo, Seokjun Lee, and Taeshik Shon

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Digestive neural networks: A novel defense strategy against inference attacks in federated learning, Hongkyu Lee, Jeehyeong Kim, Seyoung Ahn, Rasheed Hussain, Sunghyun Cho, and Junggab Son

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Deep‐learning‐based coronary artery calcium detection from ct image, Sungjin Lee, Beanbonyka Rim, Sung Shick Jou, Hyo Wook Gil, Xibin Jia, Ahyoung Lee, and Min Hong

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Deep-Learning-Based Coronary Artery Calcium Detection from CT Image, Sungjin Lee, Beanbonyka Rim, Sung-Shick Jou, Hyo-Wook Gil, Xibin Jia, Ahyoung Lee, and Min Hong

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An Efficient Hybrid Webshell Detection Method for Webserver of Marine Transportation Systems, Ha V. Le, Tu N. Nguyen, Hoa N. Nguyen, and Linh Le

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An Efficient Hybrid Webshell Detection Method for Webserver of Marine Transportation Systems, Ha V. Le, Tu N. Nguyen, Hoa N. Nguyen, and Linh Le

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Speech emotion recognition based on transfer learning from the FaceNet framework, Shuhua Liu, Mengyu Zhang, Ming Fang, Jianwei Zhao, Kun Hou, and Chih-Cheng Hung

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Deep convolutional neural network architecture design as a bi-level optimization problem, Hassen Louati, Slim Bechikh, Ali Louati, Chih Cheng Hung, and Lamjed Ben Said

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Deep Learning-based Concurrent Resource Allocation for Enhancing Service Response in Secure 6G Network-in-Box Users using IIoT, Gunasekaran Manogaran, Joed Ngangmeni, Justin Stewart, Danda B. Rawat, and Tu N. Nguyen

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Deep Learning-based Concurrent Resource Allocation for Enhancing Service Response in Secure 6G Network-in-Box Users using IIoT, Gunasekaran Manogaran, Joed Ngangmeni, Justin Stewart, Danda B. Rawat, and Tu N. Nguyen

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Federated Deep Reinforcement Learning for Traffic Monitoring in SDN-Based IoT Networks, Tri Gia Nguyen, Trung V. Phan, Dinh Thai Hoang, Tu N. Nguyen, and Chakchai So-In

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A Measurement Approach Using Smart-IoT Based Architecture for Detecting the COVID-19, M Poongodi, Tu N. Nguyen, Mounir Hamdi, and Korhan Cengiz

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Global cryptocurrency trend prediction using social media, M. Poongodi, Tu N. Nguyen, Mounir Hamdi, and Korhan Cengiz

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Semantic segmentation of large-scale outdoor point clouds by encoder–decoder shared mlps with multiple losses, Beanbonyka Rim, Ahyoung Lee, and Min Hong

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Semantic Cardiac Segmentation in Chest CT Images Using K-Means Clustering and the Mathematical Morphology Method, Beanbonyka Rim, Sungjin Lee, Ahyoung Lee, Hyo-Wook Gil, and Min Hong

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Solving combinatorial bi-level optimization problems using multiple populations and migration schemes, Rihab Said, Maha Elarbi, Slim Bechikh, and Lamjed Ben Said

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Lattice-based cryptosystems for the security of resource-constrained IoT devices in post-quantum world: a survey, Kübra Seyhan, Tu N. Nguyen, Sedat Akleylek, and Korhan Cengiz

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Lattice-based cryptosystems for the security of resource-constrained IoT devices in post-quantum world: a survey, Kübra Seyhan, Tu N. Nguyen, Sedat Akleylek, and Korhan Cengiz

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On differential privacy-based framework for enhancing user data privacy in mobile edge computing environment, Jhilakshi Sharma, Donghyun Kim, Ahyoung Lee, and Daehee Seo

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On differential privacy-based framework for enhancing user data privacy in mobile edge computing environment, Jhilakshi Sharma, Donghyun Kim, Ahyoung Lee, and Daehee Seo

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A single camera 360-degree real time vision-based localization method with application to mobile robot trajectory tracking, Khomsun Singhirunnusorn, Farbod Fahimi, and Ramazan Aygun

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Methods for Proteogenomics Data Analysis, Challenges, and Scalability Bottlenecks: A Survey, Muhammad Usman Tariq, Muhammad Haseeb, Mohammed Aledhari, Rehma Razzak, Reza M. Parizi, and Fahad Saeed

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Data-driven approaches in FinTech: a survey, Xin Tian, Jing Selena He, and Meng Han

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WisdomNet: trustable machine learning toward error-free classification, Truong X. Tran and Ramazan S. Aygun

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WisdomNet: trustable machine learning toward error-free classification, Truong X. Tran and Ramazan S. Aygun

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Data aggregation, gathering and gossiping in duty-cycled multihop wireless sensor networks subject to physical interference, Lixin Wang, Jianhua Yang, Sean Gill, and Xiaohua Xu

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Mining Network Traffic with the k-Means Clustering Algorithm for Stepping-Stone Intrusion Detection, Lixin Wang, Jianhua Yang, Xiaohua Xu, and Peng Jun Wan

Submissions from 2020

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Integrating Gaussian mixture model and dilated residual network for action recognition in videos, Ming Fang, Xiaoying Bai, Jianwei Zhao, Fengqin Yang, Chih Cheng Hung, and Shuhua Liu

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Bone age assessment based on deep convolution neural network incorporated with segmentation, Yunyuan Gao, Tao Zhu, and Xiaohua Xu

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A Survey on Public Key Mechanism in Wireless Sensor Networks, Yan Xiang He, Fa Jun Sun, Qing An Li, Jing He, and Lv Meng Wang