Computer Science & Engineering: Recent submissions
Now showing items 1241-1260 of 2402
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On Designing Smart Agents for Service Provisioning in Blockchain-Powered Systems
( IEEE Computer Society , 2022 , Article)Service provisioning systems assign users to service providers according to allocation criteria that strike an optimal trade-off between users' Quality of Experience (QoE) and the operation cost endured by providers. These ... -
A Demand-Driven Incremental Deployment Strategy for Edge Computing in IoT Network
( IEEE Computer Society , 2022 , Article)Edge Computing brings great opportunities to enable the Internet of Things (IoT) vision. But the physical edge server deployment problem still poses a major challenge, which dramatically affects the service ability and ... -
On Softwarization of Intelligence in 6G Networks for Ultra-Fast Optimal Policy Selection: Challenges and Opportunities
( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)The emerging Sixth Generation (6G) communication networks promising 100 to 1000 Gbps rates and ultra-low latency (1 millisecond) are anticipated to have native, embedded Artificial Intelligence (AI) capability to support ... -
A Malicious Mining Code Detection Method Based on Multi-Features Fusion
( IEEE Computer Society , 2022 , Article)With the continuous increase in the economic value of new digital currencies represented by Bitcoin, more and more cybercriminals use malicious code to occupy victims system resources and network resources for mining without ... -
RL-DistPrivacy: Privacy-Aware Distributed Deep Inference for Low Latency IoT Systems
( IEEE Computer Society , 2022 , Article)Although Deep Neural Networks (DNN) have become the backbone technology of several ubiquitous applications, their deployment in resource-constrained machines, e.g., Internet of Things (IoT) devices, is still challenging. ... -
Towards Secure IoT Networks in Healthcare Applications: A Game Theoretic Anti-Jamming Framework
( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)The internet of Things (IoT) is used to interconnect a massive number of heterogeneous resource constrained smart devices. This makes such networks exposed to various types of malicious attacks. In particular, jamming ... -
A Practical Cross Device Federated Learning Frame-work over 5G N etworks
( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)The concept of federated learning (FL) was first proposed by Google in 2016. Thereafter, FL has been widely studied for the feasibility of application in various fields due to its potential to make full use of data without ... -
PLS Performance Analysis of a Hybrid NOMA-OMA based IoT System with Mobile Sensors
( Institute of Electrical and Electronics Engineers Inc. , 2022 , Conference Paper)With the advent of Internet of Things (IoT) systems, privacy and integrity of messages are becoming critical issues and are threatened, especially with mobile sensors. The broadcast nature of wireless communications increase ... -
Federated Learning Stability Under Byzantine Attacks
( Institute of Electrical and Electronics Engineers Inc. , 2022 , Conference Paper)Federated Learning (FL) is a machine learning approach that enables private and decentralized model training. Although FL has been shown to be very useful in several applications, its privacy constraints cause a lack of ... -
Dynamic Network Slicing and Resource Allocation for 5G-and-Beyond Networks
( Institute of Electrical and Electronics Engineers Inc. , 2022 , Conference Paper)5G networks are designed not only to transport data, but also to process them while supporting a vast number of services with different key Performance Indicators (KPIs). Network virtualization has emerged to enable this ... -
Challenges of Physical Layer Security in a Satellite-Terrestrial Network
( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)Integrated satellite-terrestrial networks (ISTNs) are one of the new research directions for future 5G networks. Satellite coverage enables 5G communication throughout most of the world. However, the security concerns ... -
QDRL: QoS-Aware Deep Reinforcement Learning Approach for Tor's Circuit Scheduling
( IEEE Computer Society , 2022 , Article)Tor is a popular anonymity network adopted by more than two million users to preserve their privacy. Tor was mainly developed as a low-latency network to support interactive web browsing and messaging applications. However, ... -
Low complexity closed-loop strategy for mmWave communication in industrial intelligent systems
( John Wiley and Sons Ltd , 2022 , Article)Modern communication and computing technology is the basic support of the industrial intelligent systems (IIS). As a key component of IIS, the smart port is essential to be offered low-complexity and high-reliability ... -
Accelerated IoT Anti-Jamming: A Game Theoretic Power Allocation Strategy
( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)A jamming combating power allocation strategy is proposed to secure the data communication in IoT networks. The proposed strategy aims to minimize the worst case jamming effect on the intended transmission under multi ... -
Adaptive Optics Compensation for Orbital Angular Momentum Optical Wireless Communications
( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)Adaptive optics (AO) can efficiently compensate for turbulence-induced distortion in orbital angular momentum (OAM)-based optical wireless communication (OWC) systems. In this paper, we design a modified phase diversity ... -
An Experimental Study of Two-way Ranging Optimization in UWB-based Simultaneous Localization and Wall-Mapping Systems
( Institute of Electrical and Electronics Engineers Inc. , 2022 , Conference Paper)In this paper, we propose a new ultra-wideband (UWB)-based simultaneous localization and wall-mapping (SLAM) system, which adopts two-way ranging optimization on UWB anchor and tag nodes to track the target's real-time ... -
Robust Decentralized Federated Learning Using Collaborative Decisions
( Institute of Electrical and Electronics Engineers Inc. , 2022 , Conference Paper)Federated Learning (FL) has attracted a lot of attention in numerous applications due to recent data privacy regulations and increased awareness about data handling issues, combined with the ever-increasing big-data sizes. ... -
Pervasive AI for IoT applications: A Survey on Resource-efficient Distributed Artificial Intelligence
( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)Artificial intelligence (AI) has witnessed a substantial breakthrough in a variety of Internet of Things (IoT) applications and services, spanning from recommendation systems and speech processing applications to robotics ... -
Privacy-Aware Collaborative Task Offloading in Fog Computing
( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)Numerous new applications have been proliferated with the mature of 5G, which generates a large number of latency-sensitive and computationally intensive mobile data requests. The real-time requirement of these mobile data ... -
Malware Classification Based on Multilayer Perception and Word2Vec for IoT Security
( Association for Computing Machinery , 2022 , Article)With the construction of smart cities, the number of Internet of Things (IoT) devices is growing rapidly, leading to an explosive growth of malware designed for IoT devices. These malware pose a serious threat to the ...
