Computer Networks

Article	Citations
A compilation of UAV applications for precision agriculture	459
Building an efficient intrusion detection system based on feature selection and ensemble classifier	339
Campus traffic and e-Learning during COVID-19 pandemic	296
A Survey on Wearable Technology: History, State-of-the-Art and Current Challenges	222
A survey on the computation offloading approaches in mobile edge computing: A machine learning-based perspective	192
An effective convolutional neural network based on SMOTE and Gaussian mixture model for intrusion detection in imbalanced dataset	175
Machine learning methods for cyber security intrusion detection: Datasets and comparative study	173
Clustering objectives in wireless sensor networks: A survey and research direction analysis	164
6G networks: Beyond Shannon towards semantic and goal-oriented communications	164
A survey on physical unclonable function (PUF)-based security solutions for Internet of Things	139
Federated learning for malware detection in IoT devices	137
Aerial imagery pile burn detection using deep learning: The FLAME dataset	134
Topology optimization against cascading failures on wireless sensor networks using a memetic algorithm	131
Machine Learning-based traffic prediction models for Intelligent Transportation Systems	129
Open, Programmable, and Virtualized 5G Networks: State-of-the-Art and the Road Ahead	129
A lightweight and secure two-factor authentication scheme for wireless body area networks in health-care IoT	127
A survey on IoT platforms: Communication, security, and privacy perspectives	121
HealthBlock: A secure blockchain-based healthcare data management system	120
Task offloading in Edge and Cloud Computing: A survey on mathematical, artificial intelligence and control theory solutions	116
SP2F: A secured privacy-preserving framework for smart agricultural Unmanned Aerial Vehicles	113
Accurate and fast URL phishing detector: A convolutional neural network approach	110
In-band Network Telemetry: A Survey	106
Dynamic job-shop scheduling in smart manufacturing using deep reinforcement learning	102
Towards a deep learning-driven intrusion detection approach for Internet of Things	98
A survey on cellular-connected UAVs: Design challenges, enabling 5G/B5G innovations, and experimental advancements	94

A network traffic forecasting method based on SA optimized ARIMA–BP neural network	94
RETRACTED: Personalized federated learning framework for network traffic anomaly detection	93
Artificial intelligence-based vehicular traffic flow prediction methods for supporting intelligent transportation systems	93
5G In the internet of things era: An overview on security and privacy challenges	89
NOMA and 5G emerging technologies: A survey on issues and solution techniques	88
Mobility-aware task scheduling in cloud-Fog IoT-based healthcare architectures	85
Towards artificial intelligence enabled 6G: State of the art, challenges, and opportunities	79
Hybrid approach to intrusion detection in fog-based IoT environments	79
Towards smart farming: Systems, frameworks and exploitation of multiple sources	74
Efficient and flexible management for industrial Internet of Things: A federated learning approach	72
An effective service-oriented networking management architecture for 5G-enabled internet of things	71
A Comprehensive Review of Indoor/Outdoor Localization Solutions in IoT era: Research Challenges and Future Perspectives	68
Secure over-the-air software updates in connected vehicles: A survey	66
An SDN architecture for time sensitive industrial IoT	66
A NSGA2-LR wrapper approach for feature selection in network intrusion detection	63
An efficient and robust deep learning based network anomaly detection against distributed denial of service attacks	61
Evaluating Federated Learning for intrusion detection in Internet of Things: Review and challenges	61
Quantum Internet protocol stack: A comprehensive survey	61
Application of Internet of Things and artificial intelligence for smart fitness: A survey	60
How to exploit the Social Internet of Things: Query Generation Model and Device Profiles’ Dataset	60
Cloud based security on outsourcing using blockchain in E-health systems	59
Deep reinforcement learning for blockchain in industrial IoT: A survey	58
TSCRNN: A novel classification scheme of encrypted traffic based on flow spatiotemporal features for efficient management of IIoT	57
Blockchain reputation-based consensus: A scalable and resilient mechanism for distributed mistrusting applications	57
Composite and efficient DDoS attack detection framework for B5G networks	55
Efficient, Coercion-free and Universally Verifiable Blockchain-based Voting	55
Impact of the COVID-19 pandemic on the Internet latency: A large-scale study	53
Fusion of Federated Learning and Industrial Internet of Things: A survey	52
Towards formal verification of IoT protocols: A Review	52
Blockchain-based Initiatives: Current state and challenges	50
New hybrid method for attack detection using combination of evolutionary algorithms, SVM, and ANN	50
Intelligent zero trust architecture for 5G/6G networks: Principles, challenges, and the role of machine learning in the context of O-RAN	49
Software defined networking architecture, traffic management, security, and placement: A survey	49
A survey of trust management in the Internet of Vehicles	49
On the suitability of blockchain platforms for IoT applications: Architectures, security, privacy, and performance	48
Hybrid SDN evolution: A comprehensive survey of the state-of-the-art	48
Energy efficient routing protocol using exponentially-ant lion whale optimization algorithm in wireless sensor networks	48
A survey on intrusion detection and prevention systems in digital substations	47
CETAnalytics: Comprehensive effective traffic information analytics for encrypted traffic classification	47
A blockchain-based decentralized machine learning framework for collaborative intrusion detection within UAVs	47
A lightweight load balancing and route minimizing solution for routing protocol for low-power and lossy networks	46
OpenAirInterface: Democratizing innovation in the 5G Era	45
Mobility based network lifetime in wireless sensor networks: A review	45
PBCNN: Packet Bytes-based Convolutional Neural Network for Network Intrusion Detection	45
Task offloading in edge computing for machine learning-based smart healthcare	44
End-to-end congestion control approaches for high throughput and low delay in 4G/5G cellular networks	44
Lightweight and secure authentication scheme for IoT network based on publish–subscribe fog computing model	44
Mobile edge computing for V2X architectures and applications: A survey	44
Generative Adversarial Networks (GANs) in networking: A comprehensive survey & evaluation	43
Distributed collaborative intrusion detection system for vehicular Ad Hoc networks based on invariant	43

UAVs for traffic monitoring: A sequential game-based computation offloading/sharing approach	43
An SDN-based Intrusion Detection System using SVM with Selective Logging for IP Traceback	43
Discrimination-aware trust management for social internet of things	42
The TeraNova platform: An integrated testbed for ultra-broadband wireless communications at true Terahertz frequencies	42
When machine learning meets congestion control: A survey and comparison	42
Narrowband Internet of Things: A Comprehensive Study	42
Fuzzy Reinforcement Learning for energy efficient task offloading in Vehicular Fog Computing	42
GCACS-IoD: A certificate based generic access control scheme for Internet of drones	42
Q-FANET: Improved Q-learning based routing protocol for FANETs	41
Multi-layered intrusion detection and prevention in the SDN/NFV enabled cloud of 5G networks using AI-based defense mechanisms	41
LIO-IDS: Handling class imbalance using LSTM and improved one-vs-one technique in intrusion detection system	41
Anomaly detection and trust authority in artificial intelligence and cloud computing	41
A clogging resistant secure authentication scheme for fog computing services	41
An intelligent fuzzy-based routing scheme for software-defined vehicular networks	41
A survey on deep learning for cybersecurity: Progress, challenges, and opportunities	41
State-of-the-art survey of artificial intelligent techniques for IoT security	40
Task offloading in fog computing: A survey of algorithms and optimization techniques	40
Convolutional Neural Networks for forecasting flood process in Internet-of-Things enabled smart city	39
A comparative study on online machine learning techniques for network traffic streams analysis	39
SPEAR SIEM: A Security Information and Event Management system for the Smart Grid	39
A trust aware security mechanism to detect sinkhole attack in RPL-based IoT environment using random forest – RFTRUST	39
Joint task offloading and data caching in mobile edge computing networks	39
An effect of chaos grasshopper optimization algorithm for protection of network infrastructure	38
Software-defined networks for resource allocation in cloud computing: A survey	38
A revocable and outsourced multi-authority attribute-based encryption scheme in fog computing	38
Towards intelligent virtual resource allocation in UAVs-assisted 5G networks	38
A blockchain-based trading system for big data	38
A kangaroo-based intrusion detection system on software-defined networks	38
Dynamic VNF placement, resource allocation and traffic routing in 5G	37
LightLog: A lightweight temporal convolutional network for log anomaly detection on the edge	37
An improved multi-objective genetic algorithm with heuristic initialization for service placement and load distribution in edge computing	37
Minimum delay function placement and resource allocation for Open RAN (O-RAN) 5G networks	37
AI-enabled mobile multimedia service instance placement scheme in mobile edge computing	36
A comprehensive survey on radio frequency (RF) fingerprinting: Traditional approaches, deep learning, and open challenges	36
Blockchain-based privacy preserving e-health system for healthcare data in cloud	36
MARVEL: Enabling controller load balancing in software-defined networks with multi-agent reinforcement learning	36
The partial computation offloading strategy based on game theory for multi-user in mobile edge computing environment	36
Detection of reduction-of-quality DDoS attacks using Fuzzy Logic and machine learning algorithms	36
Swarm Intelligence inspired Intrusion Detection Systems — A systematic literature review	36
Green-PoW: An energy-efficient blockchain Proof-of-Work consensus algorithm	35
Realtime mobile bandwidth prediction using LSTM neural network and Bayesian fusion	34
ScaleDRL: A Scalable Deep Reinforcement Learning Approach for Traffic Engineering in SDN with Pinning Control	34
Optimized content centric networking for future internet: Dynamic popularity window based caching scheme	34
Scheduling of emergency tasks for multiservice UAVs in post-disaster scenarios	34
An energy-efficient distributed adaptive cooperative routing based on reinforcement learning in wireless multimedia sensor networks	34
CellOS: Zero-touch Softwarized Open Cellular Networks	33
A QoS-guaranteed intelligent routing mechanism in software-defined networks	33
A generalized machine learning model for DDoS attacks detection using hybrid feature selection and hyperparameter tuning	33
Deep learning for privacy preservation in autonomous moving platforms enhanced 5G heterogeneous networks	33
A comprehensive survey on DNS tunnel detection	32
UAVs joint optimization problems and machine learning to improve the 5G and Beyond communication	32
NFStream	32
SDN and NFV for QoE-driven multimedia services delivery: The road towards 6G and beyond networks	32
Detection of zero-day attacks: An unsupervised port-based approach	32
IoT in medical & pharmaceutical: Designing lightweight RFID security protocols for ensuring supply chain integrity	32
Survey of crosschain communications protocols	32
An optimized UAV trajectory planning for localization in disaster scenarios	32
Slow denial-of-service attacks on software defined networks	31
Online classification of user activities using machine learning on network traffic	31
Self-attentive deep learning method for online traffic classification and its interpretability	31
A survey: Distributed Machine Learning for 5G and beyond	31
A comprehensive survey of vulnerability and information security in SDN	31
Acoustic-based sensing and applications: A survey	31
Smart contract vulnerability detection combined with multi-objective detection	31
A survey on security and privacy issues of UAVs	30
Optimal auction for delay and energy constrained task offloading in mobile edge computing	30
Cooperative service caching and computation offloading in multi-access edge computing	30
MATEC: A lightweight neural network for online encrypted traffic classification	30
Satellite-based communications security: A survey of threats, solutions, and research challenges	30
Privacy-preserving blockchain-enabled federated learning for B5G-Driven edge computing	30
An anonymity communication protocol for security and privacy of clients in IoT-based mobile health transactions	30
Architectures, standardisation, and procedures for 5G Satellite Communications: A survey	30
A cloud resource management framework for multiple online scientific workflows using cooperative reinforcement learning agents	29
NFV Resource Allocation: a Systematic Review and Taxonomy of VNF Forwarding Graph Embedding	29
A blockchain-based Fog-oriented lightweight framework for smart public vehicular transportation systems	29
SmartFCT: Improving power-efficiency for data center networks with deep reinforcement learning	29
User satisfaction aware maximum utility task assignment in mobile crowdsensing	29
Leveraging fairness in LoRaWAN: A novel scheduling scheme for collision avoidance	29
Q-learning based energy-efficient and void avoidance routing protocol for underwater acoustic sensor networks	28
NFV security survey in 5G networks: A three-dimensional threat taxonomy	28

An overview on cross-chain: Mechanism, platforms, challenges and advances	28
Performance evaluation of CoAP and MQTT with security support for IoT environments	28
A framework to classify heterogeneous Internet traffic with Machine Learning and Deep Learning techniques for satellite communications	27
Communication technologies for Smart Water Grid applications: Overview, opportunities, and research directions	27
An automatic mechanism to provide privacy awareness and control over unwittingly dissemination of online private information	27
Energy-Efficient and delay-guaranteed computation offloading for fog-based IoT networks	27
An adaptive trust model based on recommendation filtering algorithm for the Internet of Things systems	27
Symmetric key based 5G AKA authentication protocol satisfying anonymity and unlinkability	27
Computation offloading over multi-UAV MEC network: A distributed deep reinforcement learning approach	27
An optimization based localization with area minimization for heterogeneous wireless sensor networks in anisotropic fields	27
SecFHome: Secure remote authentication in fog-enabled smart home environment	27
Fairness, integrity, and privacy in a scalable blockchain-based federated learning system	27
PrePass-Flow: A Machine Learning based technique to minimize ACL policy violation due to links failure in hybrid SDN	27
LiM-AHP-G-C: Life Time Maximizing based on Analytical Hierarchal Process and Genetic Clustering protocol for the Internet of Things environment	26
5G-air-simulator: An open-source tool modeling the 5G air interface	26
Comprehensive survey on self-organizing cellular network approaches applied to 5G networks	26
Deep Q-Network based resource allocation for UAV-assisted Ultra-Dense Networks	26
pSMART: A lightweight, privacy-aware service function chain orchestration in multi-domain NFV/SDN	26
On supporting IoT data aggregation through programmable data planes	26
Edge intelligence computing for mobile augmented reality with deep reinforcement learning approach	26
A cyber-physical model for SCADA system and its intrusion detection	26
Energy-aware task scheduling and offloading using deep reinforcement learning in SDN-enabled IoT network	26
A survey on sleep mode techniques for ultra-dense networks in 5G and beyond	26
Comprehensive review on ML-based RIS-enhanced IoT systems: basics, research progress and future challenges	25
Efficient spam and phishing emails filtering based on deep learning	25
Arena: A 64-antenna SDR-based ceiling grid testing platform for sub-6 GHz 5G-and-Beyond radio spectrum research	25
SUTSEC: SDN Utilized trust based secure clustering in IoT	25
Kernel-level tracing for detecting stegomalware and covert channels in Linux environments	25
Joint computation offloading and resource allocation for NOMA-based multi-access mobile edge computing systems	25
Optimized pollard route deviation and route selection using Bayesian machine learning techniques in wireless sensor networks	25
A DDoS attack detection and countermeasure scheme based on DWT and auto-encoder neural network for SDN	25
Energy harvesting computation offloading game towards minimizing delay for mobile edge computing	25
A survey on stateful data plane in software defined networks	25
Congestion free opportunistic multipath routing load balancing scheme for Internet of Things (IoT)	25
A forward-secure and efficient authentication protocol through lattice-based group signature in VANETs scenarios	24
Secure routing for LEO satellite network survivability	24
A survey on space-aerial-terrestrial integrated 5G networks	24
A versatile experimental testbed for ultrabroadband communication networks above 100 GHz	24
From serendipity to sustainable green IoT: Technical, industrial and political perspective	24
A position-based reliable emergency message routing scheme for road safety in VANETs	24
Securing communication between things using blockchain technology based on authentication and SHA-256 to improving scalability in large-scale IoT	24
Swarm intelligence RFID network planning using multi-antenna readers for asset tracking in hospital environments	24
Making MA-ABE fully accountable: A blockchain-based approach for secure digital right management	24
An energy-efficient routing protocol for the Internet of Things networks based on geographical location and link quality	24
SHAPARAK: Scalable healthcare authentication protocol with attack-resilience and anonymous key-agreement	24
Wireless energy harvesting meets receiver diversity: A successful approach for two-way half-duplex relay networks over block Rayleigh fading channel	24
Attacks and countermeasures on blockchains: A survey from layering perspective	24
Energy Efficient Neuro-Fuzzy Cluster based Topology Construction with Metaheuristic Route Planning Algorithm for Unmanned Aerial Vehicles	24
Powder: Platform for Open Wireless Data-driven Experimental Research	24
Truck platoon security: State-of-the-art and road ahead	24
An optimal delay routing algorithm considering delay variation in the LEO satellite communication network	24
Deep data plane programming and AI for zero-trust self-driven networking in beyond 5G	23
A secure blockchain-oriented data delivery and collection scheme for 5G-enabled IoD environment	23
MFFusion: A Multi-level Features Fusion Model for Malicious Traffic Detection based on Deep Learning	23
MDCHD: A novel malware detection method in cloud using hardware trace and deep learning	23
A privacy preserving scheme for vehicle-to-everything communications using 5G mobile edge computing	23
A survey on security applications of P4 programmable switches and a STRIDE-based vulnerability assessment	23
Computation offloading and resource allocation based on distributed deep learning and software defined mobile edge computing	23
A Survey on Role of Blockchain for IoT: Applications and Technical Aspects	23
Adaptive range-based localization algorithm based on trilateration and reference node selection for outdoor wireless sensor networks	23
Cluster-based flow control in hybrid software-defined wireless sensor networks	23
Distributed denial of service attack prediction: Challenges, open issues and opportunities	22
Mobile-edge computing-based delay minimization controller placement in SDN-IoV	22
Detecting DNS over HTTPS based data exfiltration	22
An efficient combined deep neural network based malware detection framework in 5G environment	22
A secure and trustworthy medical record sharing scheme based on searchable encryption and blockchain	22
Battery-less internet of things –A survey	22
Determining the trade-offs between data delivery and energy consumption in large-scale WSNs by multi-objective evolutionary optimization	22
Packet-level prediction of mobile-app traffic using multitask Deep Learning	22
An adaptive multiple spray-and-wait routing algorithm based on social circles in delay tolerant networks	22
Communication-efficient asynchronous federated learning in resource-constrained edge computing	22
Proof of Learning (PoLe): Empowering neural network training with consensus building on blockchains	22
Driving assistance system based on data fusion of multisource sensors for autonomous unmanned ground vehicles	22
Application of a Long Short Term Memory neural predictor with asymmetric loss function for the resource allocation in NFV network architectures	22
A joint global and local path planning optimization for UAV task scheduling towards crowd air monitoring	21
HashXor: A lightweight scheme for identity privacy of IoT devices in 5G mobile network	21
Burn-to-Claim: An asset transfer protocol for blockchain interoperability	21
RansomCare: Data-centric detection and mitigation against smartphone crypto-ransomware	21
Topology Control in Fog Computing Enabled IoT Networks for Smart Cities	21
Fixed degree of decentralization DPoS consensus mechanism in blockchain based on adjacency vote and the average fuzziness of vague value	21
The two-phase scheduling based on deep learning in the Internet of Things	21
Smart computational offloading for mobile edge computing in next-generation Internet of Things networks	21
Adversarial machine learning for network intrusion detection: A comparative study	21
Computation offloading and content caching and delivery in Vehicular Edge Network: A survey	21
Optimized task scheduling for cost-latency trade-off in mobile fog computing using fuzzy analytical hierarchy process	21
Collision avoidance in 5G using MEC and NFV: The vulnerable road user safety use case	21
Energy efficiency maximization in a wireless powered IoT sensor network for water quality monitoring	21
CNN-SSDI: Convolution neural network inspired surveillance system for UAVs detection and identification	20
Federated deep reinforcement learning based secure data sharing for Internet of Things	20
Cloud-Enabled IoT-based embedded system and software for intelligent indoor lighting, ventilation, early stage fire detection and prevention	20
EDTP: Energy and Delay Optimized Trajectory Planning for UAV-IoT Environment	20
A Social IoT-based platform for the deployment of a smart parking solution	20
MIF: A multi-step attack scenario reconstruction and attack chains extraction method based on multi-information fusion	20
Edge Intelligent Agent Assisted Hybrid Hierarchical Blockchain for continuous healthcare monitoring & recommendation system in 5G WBAN-IoT	20
Machine learning empowered computer networks	20