Browsing by Author "Niyato, Dusit"
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An incentive mechanism design for socially aware crowdsensing services with incomplete information
Nie, Jiangtian; Luo, Jun; Xiong, Zehui; Niyato, Dusit; Wang, Ping; Guizani, Mohsen... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2019 , Article)Traditional crowdsensing platforms rely on sensory information collected from a group of independent users or sensors. Recently, socially aware crowdsensing services have been introduced as the integration of social networks ... -
Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning
Ilahi, Inaam; Usama, Muhammad; Qadir, Junaid; Janjua, Muhammad Umar; Al-Fuqaha, Ala; Hoang, Dinh Thai; Niyato, Dusit... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)Deep reinforcement learning (DRL) has numerous applications in the real world, thanks to its ability to achieve high performance in a range of environments with little manual oversight. Despite its great advantages, DRL ... -
Dynamic Contract Design for Federated Learning in Smart Healthcare Applications
Lim, Wei Yang Bryan; Garg, Sahil; Xiong, Zehui; Niyato, Dusit; Leung, Cyril; Miao, Chunyan; Guizani, Mohsen... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Currently, the data collected by the Internet of Healthcare Things, i.e., healthcare oriented Internet of Things (IoT), still rely on cloud-based centralized data aggregation and processing. To reduce the need for transmission ... -
Fast, Reliable, and Secure Drone Communication: A Comprehensive Survey
Hassija, Vikas; Chamola, Vinay; Agrawal, Adhar; Goyal, Adit; Luong, Nguyen Cong; Niyato, Dusit; Yu, Fei Richard; Guizani, Mohsen... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Drone security is currently a major topic of discussion among researchers and industrialists. Although there are multiple applications of drones, if the security challenges are not anticipated and required architectural ... -
Impact of the Wireless Network's PHY Security and Reliability on Demand-Side Management Cost in the Smart Grid
El Shafie, Ahmed; Niyato, Dusit; Hamila, Ridha; Al-Dhahir, Naofal ( Institute of Electrical and Electronics Engineers Inc. , 2017 , Article)We investigate the impact of the wireless network's physical layer (PHY) security and reliability on demand-side management operation in the smart grid. We assume that consumers communicate their energy demands with the ... -
Reliable Federated Learning for Mobile Networks
Kang, Jiawen; Xiong, Zehui; Niyato, Dusit; Zou, Yuze; Zhang, Yang; Guizani, Mohsen... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Article)Federated learning, as a promising machine learning approach, has emerged to leverage a distributed personalized dataset from a number of nodes, for example, mobile devices, to improve performance while simultaneously ...