Computer Networks

Article	Citations
A Survey on Wearable Technology: History, State-of-the-Art and Current Challenges	257
6G networks: Beyond Shannon towards semantic and goal-oriented communications	219
A survey on the computation offloading approaches in mobile edge computing: A machine learning-based perspective	218
Machine learning methods for cyber security intrusion detection: Datasets and comparative study	209
Clustering objectives in wireless sensor networks: A survey and research direction analysis	189
Aerial imagery pile burn detection using deep learning: The FLAME dataset	171
A survey on physical unclonable function (PUF)-based security solutions for Internet of Things	163
Federated learning for malware detection in IoT devices	160
HealthBlock: A secure blockchain-based healthcare data management system	154
Open, Programmable, and Virtualized 5G Networks: State-of-the-Art and the Road Ahead	153
Machine Learning-based traffic prediction models for Intelligent Transportation Systems	149
A survey on IoT platforms: Communication, security, and privacy perspectives	143
Task offloading in Edge and Cloud Computing: A survey on mathematical, artificial intelligence and control theory solutions	135
SP2F: A secured privacy-preserving framework for smart agricultural Unmanned Aerial Vehicles	123
In-band Network Telemetry: A Survey	122
Dynamic job-shop scheduling in smart manufacturing using deep reinforcement learning	118
A network traffic forecasting method based on SA optimized ARIMA–BP neural network	117
Towards a deep learning-driven intrusion detection approach for Internet of Things	112
RETRACTED: Personalized federated learning framework for network traffic anomaly detection	108
Artificial intelligence-based vehicular traffic flow prediction methods for supporting intelligent transportation systems	107
A survey on cellular-connected UAVs: Design challenges, enabling 5G/B5G innovations, and experimental advancements	107
NOMA and 5G emerging technologies: A survey on issues and solution techniques	102
5G In the internet of things era: An overview on security and privacy challenges	100
Towards artificial intelligence enabled 6G: State of the art, challenges, and opportunities	93
Mobility-aware task scheduling in cloud-Fog IoT-based healthcare architectures	92

Hybrid approach to intrusion detection in fog-based IoT environments	90
Evaluating Federated Learning for intrusion detection in Internet of Things: Review and challenges	87
Quantum Internet protocol stack: A comprehensive survey	86
A Comprehensive Review of Indoor/Outdoor Localization Solutions in IoT era: Research Challenges and Future Perspectives	83
Efficient and flexible management for industrial Internet of Things: A federated learning approach	81
An SDN architecture for time sensitive industrial IoT	76
TSCRNN: A novel classification scheme of encrypted traffic based on flow spatiotemporal features for efficient management of IIoT	75
Fusion of Federated Learning and Industrial Internet of Things: A survey	75
Intelligent zero trust architecture for 5G/6G networks: Principles, challenges, and the role of machine learning in the context of O-RAN	70
Application of Internet of Things and artificial intelligence for smart fitness: A survey	69
Deep reinforcement learning for blockchain in industrial IoT: A survey	69
A comprehensive survey on radio frequency (RF) fingerprinting: Traditional approaches, deep learning, and open challenges	66
A survey on security and privacy issues of UAVs	65
An efficient and robust deep learning based network anomaly detection against distributed denial of service attacks	65
Blockchain reputation-based consensus: A scalable and resilient mechanism for distributed mistrusting applications	63
Blockchain-based Initiatives: Current state and challenges	63
Composite and efficient DDoS attack detection framework for B5G networks	62
Generative Adversarial Networks (GANs) in networking: A comprehensive survey & evaluation	62
Hybrid SDN evolution: A comprehensive survey of the state-of-the-art	59
Energy efficient routing protocol using exponentially-ant lion whale optimization algorithm in wireless sensor networks	59
Impact of the COVID-19 pandemic on the Internet latency: A large-scale study	57
Software defined networking architecture, traffic management, security, and placement: A survey	57
A survey on deep learning for cybersecurity: Progress, challenges, and opportunities	55
Task offloading in fog computing: A survey of algorithms and optimization techniques	54
A blockchain-based decentralized machine learning framework for collaborative intrusion detection within UAVs	54
On the suitability of blockchain platforms for IoT applications: Architectures, security, privacy, and performance	53
A survey on intrusion detection and prevention systems in digital substations	53
End-to-end congestion control approaches for high throughput and low delay in 4G/5G cellular networks	53
PBCNN: Packet Bytes-based Convolutional Neural Network for Network Intrusion Detection	53
Lightweight and secure authentication scheme for IoT network based on publish–subscribe fog computing model	53
The TeraNova platform: An integrated testbed for ultra-broadband wireless communications at true Terahertz frequencies	53
An SDN-based Intrusion Detection System using SVM with Selective Logging for IP Traceback	52
A survey of trust management in the Internet of Vehicles	52
Task offloading in edge computing for machine learning-based smart healthcare	51
State-of-the-art survey of artificial intelligent techniques for IoT security	51
Fuzzy Reinforcement Learning for energy efficient task offloading in Vehicular Fog Computing	51
LIO-IDS: Handling class imbalance using LSTM and improved one-vs-one technique in intrusion detection system	51
GCACS-IoD: A certificate based generic access control scheme for Internet of drones	50
Q-FANET: Improved Q-learning based routing protocol for FANETs	50
When machine learning meets congestion control: A survey and comparison	50
Green-PoW: An energy-efficient blockchain Proof-of-Work consensus algorithm	49
A blockchain-based trading system for big data	48
Multi-layered intrusion detection and prevention in the SDN/NFV enabled cloud of 5G networks using AI-based defense mechanisms	48
A comparative study on online machine learning techniques for network traffic streams analysis	48
Software-defined networks for resource allocation in cloud computing: A survey	48
A lightweight load balancing and route minimizing solution for routing protocol for low-power and lossy networks	48
Mobile edge computing for V2X architectures and applications: A survey	47
A trust aware security mechanism to detect sinkhole attack in RPL-based IoT environment using random forest – RFTRUST	47
Acoustic-based sensing and applications: A survey	46
Blockchain-based privacy preserving e-health system for healthcare data in cloud	46

Satellite-based communications security: A survey of threats, solutions, and research challenges	46
LightLog: A lightweight temporal convolutional network for log anomaly detection on the edge	46
Convolutional Neural Networks for forecasting flood process in Internet-of-Things enabled smart city	45
Minimum delay function placement and resource allocation for Open RAN (O-RAN) 5G networks	45
Anomaly detection and trust authority in artificial intelligence and cloud computing	45
A clogging resistant secure authentication scheme for fog computing services	44
An intelligent fuzzy-based routing scheme for software-defined vehicular networks	44
Detection of zero-day attacks: An unsupervised port-based approach	44
SPEAR SIEM: A Security Information and Event Management system for the Smart Grid	44
Smart contract vulnerability detection combined with multi-objective detection	44
Privacy-preserving blockchain-enabled federated learning for B5G-Driven edge computing	43
Dynamic VNF placement, resource allocation and traffic routing in 5G	43
A revocable and outsourced multi-authority attribute-based encryption scheme in fog computing	43
An improved multi-objective genetic algorithm with heuristic initialization for service placement and load distribution in edge computing	43
An overview on cross-chain: Mechanism, platforms, challenges and advances	42
Joint task offloading and data caching in mobile edge computing networks	42
NFStream	42
Towards intelligent virtual resource allocation in UAVs-assisted 5G networks	42
Detection of reduction-of-quality DDoS attacks using Fuzzy Logic and machine learning algorithms	41
A generalized machine learning model for DDoS attacks detection using hybrid feature selection and hyperparameter tuning	41
Distributed denial of service attack prediction: Challenges, open issues and opportunities	40
Swarm Intelligence inspired Intrusion Detection Systems — A systematic literature review	40
Self-attentive deep learning method for online traffic classification and its interpretability	40
A kangaroo-based intrusion detection system on software-defined networks	40
A survey on sleep mode techniques for ultra-dense networks in 5G and beyond	40
A Survey on Role of Blockchain for IoT: Applications and Technical Aspects	39
AI-enabled mobile multimedia service instance placement scheme in mobile edge computing	39
A comprehensive survey on DNS tunnel detection	39
An optimized UAV trajectory planning for localization in disaster scenarios	39
Optimized content centric networking for future internet: Dynamic popularity window based caching scheme	38
MATEC: A lightweight neural network for online encrypted traffic classification	38
Survey of crosschain communications protocols	38
A survey: Distributed Machine Learning for 5G and beyond	38
A DDoS attack detection and countermeasure scheme based on DWT and auto-encoder neural network for SDN	38
A comprehensive survey of vulnerability and information security in SDN	38
NFV security survey in 5G networks: A three-dimensional threat taxonomy	38
ScaleDRL: A Scalable Deep Reinforcement Learning Approach for Traffic Engineering in SDN with Pinning Control	38
SDN and NFV for QoE-driven multimedia services delivery: The road towards 6G and beyond networks	38
IoT in medical & pharmaceutical: Designing lightweight RFID security protocols for ensuring supply chain integrity	37
Adversarial machine learning for network intrusion detection: A comparative study	36
A blockchain-based Fog-oriented lightweight framework for smart public vehicular transportation systems	36
Computation offloading over multi-UAV MEC network: A distributed deep reinforcement learning approach	36
Realtime mobile bandwidth prediction using LSTM neural network and Bayesian fusion	36
A QoS-guaranteed intelligent routing mechanism in software-defined networks	36
Scheduling of emergency tasks for multiservice UAVs in post-disaster scenarios	36
Online classification of user activities using machine learning on network traffic	36
CellOS: Zero-touch Softwarized Open Cellular Networks	36
Deep learning for privacy preservation in autonomous moving platforms enhanced 5G heterogeneous networks	36
Architectures, standardisation, and procedures for 5G Satellite Communications: A survey	35
Performance evaluation of CoAP and MQTT with security support for IoT environments	35
An anonymity communication protocol for security and privacy of clients in IoT-based mobile health transactions	34
Securing communication between things using blockchain technology based on authentication and SHA-256 to improving scalability in large-scale IoT	34
Cooperative service caching and computation offloading in multi-access edge computing	34
NFV Resource Allocation: a Systematic Review and Taxonomy of VNF Forwarding Graph Embedding	34
Fairness, integrity, and privacy in a scalable blockchain-based federated learning system	33
Optimal auction for delay and energy constrained task offloading in mobile edge computing	33
Leveraging fairness in LoRaWAN: A novel scheduling scheme for collision avoidance	33
Comprehensive review on ML-based RIS-enhanced IoT systems: basics, research progress and future challenges	33
A forward-secure and efficient authentication protocol through lattice-based group signature in VANETs scenarios	33
An adaptive trust model based on recommendation filtering algorithm for the Internet of Things systems	32
UAVs joint optimization problems and machine learning to improve the 5G and Beyond communication	32
A cyber-physical model for SCADA system and its intrusion detection	32
Energy-aware task scheduling and offloading using deep reinforcement learning in SDN-enabled IoT network	32
SecFHome: Secure remote authentication in fog-enabled smart home environment	32
A survey on stateful data plane in software defined networks	32
A differential game approach for real-time security defense decision in scale-free networks	32
Arena: A 64-antenna SDR-based ceiling grid testing platform for sub-6 GHz 5G-and-Beyond radio spectrum research	32
MFFusion: A Multi-level Features Fusion Model for Malicious Traffic Detection based on Deep Learning	32
Efficient spam and phishing emails filtering based on deep learning	31
Secure routing for LEO satellite network survivability	31
Q-learning based energy-efficient and void avoidance routing protocol for underwater acoustic sensor networks	31
PrePass-Flow: A Machine Learning based technique to minimize ACL policy violation due to links failure in hybrid SDN	31
Symmetric key based 5G AKA authentication protocol satisfying anonymity and unlinkability	31
SmartFCT: Improving power-efficiency for data center networks with deep reinforcement learning	31
Powder: Platform for Open Wireless Data-driven Experimental Research	30
Deep Q-Network based resource allocation for UAV-assisted Ultra-Dense Networks	30
Communication technologies for Smart Water Grid applications: Overview, opportunities, and research directions	30
An automatic mechanism to provide privacy awareness and control over unwittingly dissemination of online private information	30
Fog-cloud based intrusion detection system using Recurrent Neural Networks and feature selection for IoT networks	30
A versatile experimental testbed for ultrabroadband communication networks above 100 GHz	30

A position-based reliable emergency message routing scheme for road safety in VANETs	30
A survey on security applications of P4 programmable switches and a STRIDE-based vulnerability assessment	30
Joint computation offloading and resource allocation for NOMA-based multi-access mobile edge computing systems	30
A cloud resource management framework for multiple online scientific workflows using cooperative reinforcement learning agents	30
Adaptive range-based localization algorithm based on trilateration and reference node selection for outdoor wireless sensor networks	30
Energy-Efficient and delay-guaranteed computation offloading for fog-based IoT networks	30
An optimization based localization with area minimization for heterogeneous wireless sensor networks in anisotropic fields	29
Comprehensive survey on self-organizing cellular network approaches applied to 5G networks	29
Computation offloading and resource allocation based on distributed deep learning and software defined mobile edge computing	29
Machine learning empowered computer networks	29
Kernel-level tracing for detecting stegomalware and covert channels in Linux environments	28
Deep data plane programming and AI for zero-trust self-driven networking in beyond 5G	28
A blockchain-based secure data-sharing framework for Software Defined Wireless Body Area Networks	28
An energy-efficient routing protocol for the Internet of Things networks based on geographical location and link quality	28
Optimized pollard route deviation and route selection using Bayesian machine learning techniques in wireless sensor networks	28
Attacks and countermeasures on blockchains: A survey from layering perspective	28
Truck platoon security: State-of-the-art and road ahead	28
Edge intelligence computing for mobile augmented reality with deep reinforcement learning approach	28
A game-theoretic joint optimal pricing and resource allocation for Mobile Edge Computing in NOMA-based 5G networks and beyond	27
Security and privacy vulnerabilities of 5G/6G and WiFi 6: Survey and research directions from a coexistence perspective	27
Swarm intelligence RFID network planning using multi-antenna readers for asset tracking in hospital environments	27
MDCHD: A novel malware detection method in cloud using hardware trace and deep learning	27
Energy harvesting computation offloading game towards minimizing delay for mobile edge computing	27
Detecting DNS over HTTPS based data exfiltration	27
A survey on Bluetooth Low Energy security and privacy	27
ARES: Adaptive Resource-Aware Split Learning for Internet of Things	27
SHAPARAK: Scalable healthcare authentication protocol with attack-resilience and anonymous key-agreement	27
From serendipity to sustainable green IoT: Technical, industrial and political perspective	27
Communication-efficient asynchronous federated learning in resource-constrained edge computing	26
Computation offloading and content caching and delivery in Vehicular Edge Network: A survey	26
Mobile-edge computing-based delay minimization controller placement in SDN-IoV	26
Edge Intelligent Agent Assisted Hybrid Hierarchical Blockchain for continuous healthcare monitoring & recommendation system in 5G WBAN-IoT	26
A survey on ambient backscatter communications: Principles, systems, applications, and challenges	26
Making MA-ABE fully accountable: A blockchain-based approach for secure digital right management	26
OpenRAN Gym: AI/ML development, data collection, and testing for O-RAN on PAWR platforms	26
Proof of Learning (PoLe): Empowering neural network training with consensus building on blockchains	26
Packet-level prediction of mobile-app traffic using multitask Deep Learning	26
Congestion free opportunistic multipath routing load balancing scheme for Internet of Things (IoT)	26
A secure and trustworthy medical record sharing scheme based on searchable encryption and blockchain	26
Privacy protection federated learning system based on blockchain and edge computing in mobile crowdsourcing	26
A secure blockchain-oriented data delivery and collection scheme for 5G-enabled IoD environment	26
Energy Efficient Neuro-Fuzzy Cluster based Topology Construction with Metaheuristic Route Planning Algorithm for Unmanned Aerial Vehicles	26
Battery-less internet of things –A survey	25
An adaptive multiple spray-and-wait routing algorithm based on social circles in delay tolerant networks	25
Task offloading and resource allocation algorithm based on deep reinforcement learning for distributed AI execution tasks in IoT edge computing environments	25
An efficient combined deep neural network based malware detection framework in 5G environment	25
Fixed degree of decentralization DPoS consensus mechanism in blockchain based on adjacency vote and the average fuzziness of vague value	25
Smart computational offloading for mobile edge computing in next-generation Internet of Things networks	25
A lightweight federated learning based privacy preserving B5G pandemic response network using unmanned aerial vehicles: A proof-of-concept	25
Realtime mobile bandwidth and handoff predictions in 4G/5G networks	24
CNN-SSDI: Convolution neural network inspired surveillance system for UAVs detection and identification	24
HashXor: A lightweight scheme for identity privacy of IoT devices in 5G mobile network	24
Federated deep reinforcement learning based secure data sharing for Internet of Things	24
Cognitive radio based spectrum sharing models for multicasting in 5G cellular networks: A survey	24
IoT and digital circular economy: Principles, applications, and challenges	24
A Social IoT-based platform for the deployment of a smart parking solution	24
Failure-resilient DAG task scheduling in edge computing	23
Reinforcement learning approaches for efficient and secure blockchain-powered smart health systems	23
Fine-grained TLS services classification with reject option	23
Toward robust and energy-efficient clustering wireless sensor networks: A double-stage scale-free topology evolution model	23
Efficient intrusion detection toward IoT networks using cloud–edge collaboration	23
Diversity-improved caching of popular transient contents in Vehicular Named Data Networking	23
An SDN perspective IoT-Fog security: A survey	23
Driving assistance system based on data fusion of multisource sensors for autonomous unmanned ground vehicles	23
Application of a Long Short Term Memory neural predictor with asymmetric loss function for the resource allocation in NFV network architectures	23
Domain name system security and privacy: A contemporary survey	23
Adaptive algorithm for spreading factor selection in LoRaWAN networks with multiple gateways	23
EDTP: Energy and Delay Optimized Trajectory Planning for UAV-IoT Environment	23
Multi-agent reinforcement learning for cost-aware collaborative task execution in energy-harvesting D2D networks	23
Cluster-based flow control in hybrid software-defined wireless sensor networks	23
Securing Bluetooth Low Energy networking: An overview of security procedures and threats	22
RansomCare: Data-centric detection and mitigation against smartphone crypto-ransomware	22
Energy aware fault tolerant clustering with routing protocol for improved survivability in wireless sensor networks	22
An enhanced symmetric-key based 5G-AKA protocol	22
Resource Allocation in Multi-access Edge Computing for 5G-and-beyond networks	22
Beyond 5G for digital twins of UAVs	22
Intent-driven autonomous network and service management in future cellular networks: A structured literature review	22
Few-shot website fingerprinting attack	22
Optimized task scheduling for cost-latency trade-off in mobile fog computing using fuzzy analytical hierarchy process	22
Determining the trade-offs between data delivery and energy consumption in large-scale WSNs by multi-objective evolutionary optimization	22
The two-phase scheduling based on deep learning in the Internet of Things	22
MIF: A multi-step attack scenario reconstruction and attack chains extraction method based on multi-information fusion	22
ByteSGAN: A semi-supervised Generative Adversarial Network for encrypted traffic classification in SDN Edge Gateway	21
Collaborative prediction and detection of DDoS attacks in edge computing: A deep learning-based approach with distributed SDN	21
Building a Digital Twin for network optimization using Graph Neural Networks	21
On-demand fragmentation-aware spectrum allocation in space division multiplexed elastic optical networks with minimized crosstalk and multipath routing	21
NetView: Towards on-demand network-wide telemetry in the data center	21
Cloud-Enabled IoT-based embedded system and software for intelligent indoor lighting, ventilation, early stage fire detection and prevention	21
Discovering unknown advanced persistent threat using shared features mined by neural networks	21
Intrusion detection and prevention in fog based IoT environments: A systematic literature review	21
Burn-to-Claim: An asset transfer protocol for blockchain interoperability	21
A Novel Lyapunov based Dynamic Resource Allocation for UAVs-assisted Edge Computing	21
Reliable PUF-based mutual authentication protocol for UAVs towards multi-domain environment	21
A genetic algorithm approach for service function chain placement in 5G and beyond, virtualized edge networks	21
A Reliability and latency-aware routing framework for 5G transport infrastructures	21