Future Generation Computer Systems-The International Journal of Escien

Article	Citations
Slime mould algorithm: A new method for stochastic optimization	1787
A survey on the security of blockchain systems	947
A survey on security and privacy of federated learning	565
ABCDM: An Attention-based Bidirectional CNN-RNN Deep Model for sentiment analysis	447
BlockIoTIntelligence: A Blockchain-enabled Intelligent IoT Architecture with Artificial Intelligence	320
Security, privacy and trust of different layers in Internet-of-Things (IoTs) framework	262
Multi-population differential evolution-assisted Harris hawks optimization: Framework and case studies	260
Selection of effective machine learning algorithm and Bot-IoT attacks traffic identification for internet of things in smart city	258
Recent advancements and challenges of Internet of Things in smart agriculture: A survey	253
An ensemble machine learning approach through effective feature extraction to classify fake news	226
An intelligent healthcare monitoring framework using wearable sensors and social networking data	224
A survey on blockchain for big data: Approaches, opportunities, and future directions	197
Sentiment analysis of Twitter data during critical events through Bayesian networks classifiers	196
Blockchain for the metaverse: A Review	191
A drone-based networked system and methods for combating coronavirus disease (COVID-19) pandemic	183
Analysis of healthcare big data	182
From blockchain consensus back to Byzantine consensus	181
Privacy-preserving blockchain-based federated learning for traffic flow prediction	167
A survey of human-in-the-loop for machine learning	162
Big data analysis of the Internet of Things in the digital twins of smart city based on deep learning	160
OBPP: An ontology-based framework for privacy-preserving in IoT-based smart city	160
Intelligent mobile malware detection using permission requests and API calls	148
Multiple cloud storage mechanism based on blockchain in smart homes	147
Scheduling Internet of Things requests to minimize latency in hybrid Fog–Cloud​ computing	147
Transformer based Deep Intelligent Contextual Embedding for Twitter sentiment analysis	143

A framework for privacy-preservation of IoT healthcare data using Federated Learning and blockchain technology	133
Semantic segmentation for multiscale target based on object recognition using the improved Faster-RCNN model	133
Human action recognition using attention based LSTM network with dilated CNN features	131
Q-learning based dynamic task scheduling for energy-efficient cloud computing	127
Iota Tangle: A cryptocurrency to communicate Internet-of-Things data	127
Raspberry Pi assisted face recognition framework for enhanced law-enforcement services in smart cities	123
Deep learning-based cardiovascular image diagnosis: A promising challenge	123
Improving NSGA-III algorithms with information feedback models for large-scale many-objective optimization	121
RETRACTED: Intelligent edge computing based on machine learning for smart city	119
The application research of neural network and BP algorithm in stock price pattern classification and prediction	119
TrustChain: A Sybil-resistant scalable blockchain	118
DeepAMD: Detection and identification of Android malware using high-efficient Deep Artificial Neural Network	117
A review of sentiment analysis research in Arabic language	116
Towards sFlow and adaptive polling sampling for deep learning based DDoS detection in SDN	115
Task optimization and scheduling of distributed cyber–physical system based on improved ant colony algorithm	114
Detection and diagnosis of chronic kidney disease using deep learning-based heterogeneous modified artificial neural network	113
Machine learning for assisting cervical cancer diagnosis: An ensemble approach	112
A new network forensic framework based on deep learning for Internet of Things networks: A particle deep framework	111
Color image encryption using non-dominated sorting genetic algorithm with local chaotic search based 106
Optimized container scheduling for data-intensive serverless edge computing	105
From big data to smart energy services: An application for intelligent energy management	104
A bibliometric analysis and visualization of blockchain	102
Design and analysis of authenticated key agreement scheme in cloud-assisted cyber–physical systems	101
Multi-dimensional feature fusion and stacking ensemble mechanism for network intrusion detection	98
DIDDOS: An approach for detection and identification of Distributed Denial of Service (DDoS) cyberattacks using Gated Recurrent Units (GRU)	94
Emotion recognition by deeply learned multi-channel textual and EEG features	94
An effective hybrid collaborative algorithm for energy-efficient distributed permutation flow-shop inverse scheduling	92
Serverless execution of scientific workflows: Experiments with HyperFlow, AWS Lambda and Google Cloud Functions	92
A novel trust mechanism based on Fog Computing in Sensor–Cloud System	91
Advanced optimization technique for scheduling IoT tasks in cloud-fog computing environments	91
Research on strong agile response task scheduling optimization enhancement with optimal resource usage in green cloud computing	87
Defending network intrusion detection systems against adversarial evasion attacks	86
Genetic convolutional neural network for intrusion detection systems	86
Intelligent Dynamic Malware Detection using Machine Learning in IP Reputation for Forensics Data Analytics	85
Heart disease identification from patients’ social posts, machine learning solution on Spark	85
MCFT-CNN: Malware classification with fine-tune convolution neural networks using traditional and transfer learning in Internet of Things	84
Artificial intelligence for securing industrial-based cyber–physical systems	81
Constructing a prior-dependent graph for data clustering and dimension reduction in the edge of AIoT	81
Deep learning framework based on integration of S-Mask R-CNN and Inception-v3 for ultrasound image-aided diagnosis of prostate cancer	81
A deep learning based medical image segmentation technique in Internet-of-Medical-Things domain	80
Imbalanced data classification: A KNN and generative adversarial networks-based hybrid approach for intrusion detection	80
Driverless vehicle security: Challenges and future research opportunities	80
Heterogeneous edge computing open platforms and tools for internet of things	79
Design and application of fog computing and Internet of Things service platform for smart city	79
Runtime verification for business processes utilizing the Bitcoin blockchain	78
Classification of optimization problems in fog computing	78
Tracking and collision avoidance of virtual coupling train control system	77
Transformer fault diagnosis method using IoT based monitoring system and ensemble machine learning	77
An adaptive federated learning scheme with differential privacy preserving	76
Attention-based sentiment analysis using convolutional and recurrent neural network	75

A Stackelberg game approach to multiple resources allocation and pricing in mobile edge computing	75
Handwriting dynamics assessment using deep neural network for early identification of Parkinson’s disease	75
A state-of-the-art survey on solving non-IID data in Federated Learning	74
Content-based multi-source encrypted image retrieval in clouds with privacy preservation	74
Aggression detection through deep neural model on Twitter	73
Simultaneous left atrium anatomy and scar segmentations via deep learning in multiview information with attention	73
Artificial Intelligence of Things-assisted two-stream neural network for anomaly detection in surveillance Big Video Data	73
Towards secure and efficient energy trading in IIoT-enabled energy internet: A blockchain approach	72
Agent-based middleware framework using distributed CPS for improving resource utilization in smart city	72
DoS and DDoS attacks in Software Defined Networks: A survey of existing solutions and research challenges	72
Anomaly detection framework for Internet of things traffic using vector convolutional deep learning approach in fog environment	72
Saving time and cost on the scheduling of fog-based IoT applications using deep reinforcement learning approach	72
LEChain: A blockchain-based lawful evidence management scheme for digital forensics	70
MF-Adaboost: LDoS attack detection based on multi-features and improved Adaboost	70
A variant form of 3D-UNet for infant brain segmentation	70
Multiple improved residual networks for medical image super-resolution	69
Adversarial Deep Learning approach detection and defense against DDoS attacks in SDN environments	69
Electronic Health Record hiding in Images for smart city applications: A computationally efficient and reversible information hiding technique for secure communication	69
A framework for anomaly detection and classification in Multiple IoT scenarios	69
Searchain: Blockchain-based private keyword search in decentralized storage	68
GAN augmentation to deal with imbalance in imaging-based intrusion detection	68
Secure healthcare monitoring framework integrating NDN-based IoT with edge cloud	68
Detecting botnet by using particle swarm optimization algorithm based on voting system	67
Artificial intelligence-enabled Internet of Things-based system for COVID-19 screening using aerial thermal imaging	67
Deep Graph neural network-based spammer detection under the perspective of heterogeneous cyberspace	67
Lightweight cryptography in IoT networks: A survey	66
A blockchain-based eHealthcare system interoperating with WBANs	66
BigTrustScheduling: Trust-aware big data task scheduling approach in cloud computing environments	66
Optimization of real-time traffic network assignment based on IoT data using DBN and clustering model in smart city	65
A lightweight supervised intrusion detection mechanism for IoT networks	65
Ransomware classification using patch-based CNN and self-attention network on embedded N-grams of opcodes	65
A reputation score policy and Bayesian game theory based incentivized mechanism for DDoS attacks mitigation and cyber defense	65
Real time dataset generation framework for intrusion detection systems in IoT	64
Integration of Big Data analytics embedded smart city architecture with RESTful web of things for efficient service provision and energy management	63
Dredas: Decentralized, reliable and efficient remote outsourced data auditing scheme with blockchain smart contract for industrial IoT	62
Multi-objective scheduling of extreme data scientific workflows in Fog	62
A new data clustering strategy for enhancing mutual privacy in healthcare IoT systems	62
A metaheuristic method for joint task scheduling and virtual machine placement in cloud data centers	62
XSRU-IoMT: Explainable simple recurrent units for threat detection in Internet of Medical Things networks	62
Enhancing cyber–physical systems with hybrid smart city cyber security architecture for secure public data-smart network	61
Handling missing data in near real-time environmental monitoring: A system and a review of selected methods	61
Privacy-preserving data integrity verification by using lightweight streaming authenticated data structures for healthcare cyber–physical system	60
Blockchain-based data privacy management with Nudge theory in open banking	59
Smishing Detector: A security model to detect smishing through SMS content analysis and URL behavior analysis	59
Privacy-preserving quality prediction for edge-based IoT services	59
Slow-movement particle swarm optimization algorithms for scheduling security-critical tasks in resource-limited mobile edge computing	59
Smart vehicle forensics: Challenges and case study	59
Cecoin: A decentralized PKI mitigating MitM attacks	58
BiLSTM deep neural network model for imbalanced medical data of IoT systems	58
A two-way trust management system for fog computing	58
An efficient data integrity auditing protocol for cloud computing	58
Human–computer interaction-based Decision Support System with Applications in Data Mining	57
Robust detection of atrial fibrillation from short-term electrocardiogram using convolutional neural networks	57
A blockchain-based preserving and sharing system for medical data privacy	57
Superposition Graph Neural Network for offshore wind power prediction	55
Fingerprint classification and identification algorithms for criminal investigation: A survey	55
An efficient and outsourcing-supported attribute-based access control scheme for edge-enabled smart healthcare	55
Augmented whale feature selection for IoT attacks: Structure, analysis and applications	55
A discrete PSO-based static load balancing algorithm for distributed simulations in a cloud environment	55
Prostate cancer classification from ultrasound and MRI images using deep learning based Explainable Artificial Intelligence	54
An efficient smart parking pricing system for smart city environment: A machine-learning based approach	54
Communication-efficient hierarchical federated learning for IoT heterogeneous systems with imbalanced data	54
Internet-of-Forensic (IoF): A blockchain based digital forensics framework for IoT applications	54
ETERS: A comprehensive energy aware trust-based efficient routing scheme for adversarial WSNs	53
Modeling and detection of the multi-stages of Advanced Persistent Threats attacks based on semi-supervised learning and complex networks characteristics	53
IoMT-based computational approach for detecting brain tumor	53
A fair protocol for data trading based on Bitcoin transactions	52
Autonomous mitigation of cyber risks in the Cyber–Physical Systems	52
Dynamic fog-to-fog offloading in SDN-based fog computing systems	52
PROUD: Verifiable Privacy-preserving Outsourced Attribute Based SignCryption supporting access policy Update for cloud assisted IoT applications	52
HealthXAI: Collaborative and explainable AI for supporting early diagnosis of cognitive decline	52
An emotion and cognitive based analysis of mental health disorders from social media data	51
Internet of things forensic data analysis using machine learning to identify roots of data scavenging	51
Improved Long Short-Term Memory based anomaly detection with concept drift adaptive method for supporting IoT services	50
Building the Internet of Things platform for smart maternal healthcare services with wearable devices and cloud computing	50
File- and API-based interoperability of digital twins by model transformation: An IIoT case study using asset administration shell	50
Scheduling workflows with privacy protection constraints for big data applications on cloud	50
Smart building creation in large scale HVAC environments through automated fault detection and diagnosis	50
AoI-aware energy control and computation offloading for industrial IoT	49
Scalable multi-channel dilated CNN–BiLSTM model with attention mechanism for Chinese textual sentiment analysis	49

Novel binary logistic regression model based on feature transformation of XGBoost for type 2 Diabetes Mellitus prediction in healthcare systems	49
Blockchain-enabled fraud discovery through abnormal smart contract detection on Ethereum	49
Detecting insider attacks in medical cyber–physical networks based on behavioral profiling	49
The explainability paradox: Challenges for xAI in digital pathology	48
Blockchain voting: Publicly verifiable online voting protocol without trusted tallying authorities	48
Find my trustworthy fogs: A fuzzy-based trust evaluation framework	47
LDC: A lightweight dada consensus algorithm based on the blockchain for the industrial Internet of Things for smart city applications	47
Tikiri—Towards a lightweight blockchain for IoT	47
SEENS: Nuclei segmentation in Pap smear images with selective edge enhancement	47
Visualization and deep-learning-based malware variant detection using OpCode-level features	47
Detecting fake images by identifying potential texture difference	47
Scalable blockchains — A systematic review	46
A smart energy and reliability aware scheduling algorithm for workflow execution in DVFS-enabled cloud environment	46
Blockchain-based decentralized reputation system in E-commerce environment	46
FLAGS: A methodology for adaptive anomaly detection and root cause analysis on sensor data streams by fusing expert knowledge with machine learning	46
GRU-based deep learning approach for network intrusion alert prediction	46
Alzheimer’s disease progression detection model based on an early fusion of cost-effective multimodal data	46
A double-blockchain solution for agricultural sampled data security in Internet of Things network	46
Chaotic improved PICEA-g-based multi-objective optimization for workflow scheduling in cloud environment	46
ICN with edge for 5G: Exploiting in-network caching in ICN-based edge computing for 5G networks	45
Evaluating IoT service composition mechanisms for the scalability of IoT systems	45
Ontology-driven aspect-based sentiment analysis classification: An infodemiological case study regarding infectious diseases in Latin America	45
Serverless computing for Internet of Things: A systematic literature review	45
SDN-based cyber defense: A survey	45
REHAB-C: Recommendations for Energy HABits Change	45
PUC: Packet Update Caching for energy efficient IoT-based Information-Centric Networking	44
Deep reinforcement learning for traffic signal control under disturbances: A case study on Sunway city, Malaysia	44
IoT embedded cloud-based intelligent power quality monitoring system for industrial drive application	44
Smart data driven quality prediction for urban water source management	44
Blockchain-based trust mechanism for digital twin empowered Industrial Internet of Things	44
A privacy-protected intelligent crowdsourcing application of IoT based on the reinforcement learning	44
Preserving transaction privacy in bitcoin	43
A unified framework for big data acquisition, storage, and analytics for demand response management in smart cities	43
An efficient deep learning-based scheme for web spam detection in IoT environment	43
QoS-aware placement of microservices-based IoT applications in Fog computing environments	42
Achieving security scalability and flexibility using Fog-Based Context-Aware Access Control	42
Real time performance analysis of secure IoT protocols for microgrid communication	42
Fetal cardiac cycle detection in multi-resource echocardiograms using hybrid classification framework	42
Generating knowledge graphs by employing Natural Language Processing and Machine Learning techniques within the scholarly domain	42
Research on unsupervised feature learning for Android malware detection based on Restricted Boltzmann Machines	41
Design and control of soft rehabilitation robots actuated by pneumatic muscles: State of the art	41
Detecting misogyny in Spanish tweets. An approach based on linguistics features and word embeddings	41
Analysis of hidden Markov model learning algorithms for the detection and prediction of multi-stage network attacks	41
STGNN-TTE: Travel time estimation via spatial–temporal graph neural network	41
Delegated content erasure in IPFS	41
Fuzzy-Taylor-elephant herd optimization inspired Deep Belief Network for DDoS attack detection and comparison with state-of-the-arts algorithms	40
An evolutionary fuzzy scheduler for multi-objective resource allocation in fog computing	40
Identifying performance anomalies in fluctuating cloud environments: A robust correlative-GNN-based explainable approach	40
Next-generation big data federation access control: A reference model	40
Workload forecasting and energy state estimation in cloud data centres: ML-centric approach	40
Graph convolutional networks for graphs containing missing features	39
Optimal data placement strategy considering capacity limitation and load balancing in geographically distributed cloud	39
Real-time epileptic seizure recognition using Bayesian genetic whale optimizer and adaptive machine learning	39
Secure medical data transmission using a fusion of bit mask oriented genetic algorithm, encryption and steganography	39
A two-stage multi-operator differential evolution algorithm for solving Resource Constrained Project Scheduling problems	38
Offloading dependent tasks in multi-access edge computing: A multi-objective reinforcement learning approach	38
Live forensics of software attacks on cyber–physical systems	38
EdgeABC: An architecture for task offloading and resource allocation in the Internet of Things	38
A Q-Learning-based distributed routing protocol for frequency-switchable magnetic induction-based wireless underground sensor networks	38
An efficient novel approach for iris recognition based on stylometric features and machine learning techniques	38
An online auction mechanism for time-varying multidimensional resource allocation in clouds	38
FedProc: Prototypical contrastive federated learning on non-IID data	38
A binary moth search algorithm based on self-learning for multidimensional knapsack problems	38
Automatic feature extraction in X-ray image based on deep learning approach for determination of bone age	38
Ensembles of Convolutional Neural Network models for pediatric pneumonia diagnosis	37
A blockchain based certificate revocation scheme for vehicular communication systems	37
Flux: Overcoming scheduling challenges for exascale workflows	37
Affective database for e-learning and classroom environments using Indian students’ faces, hand gestures and body postures	37
Partitioned integration and coordination via the self-organising coordination regions pattern	37
A low-cost physical location discovery scheme for large-scale Internet of Things in smart city through joint use of vehicles and UAVs	37
Multi-robot path planning in wireless sensor networks based on jump mechanism PSO and safety gap obstacle avoidance	37
Early detection of cyberbullying on social media networks	36
Exact algorithms for energy-efficient virtual machine placement in data centers	36
Hybrid graph convolution neural network and branch-and-bound optimization for traffic flow forecasting	36
Designated-verifier proof of assets for bitcoin exchange using elliptic curve cryptography	35
FedSA: A staleness-aware asynchronous Federated Learning algorithm with non-IID data	35
IoT-BSFCAN: A smart context-aware system in IoT-Cloud using mobile-fogging	35
Multi-view face recognition using deep neural networks	35
Solving the dynamic energy aware job shop scheduling problem with the heterogeneous parallel genetic algorithm	35
Embedding individualized machine learning prediction models for energy efficient VM consolidation within Cloud data centers	35
Multi-modal aggression identification using Convolutional Neural Network and Binary Particle Swarm Optimization	35
Collaborative APIs recommendation for Artificial Intelligence of Things with information fusion	35
Robot path planning by leveraging the graph-encoded Floyd algorithm	35
On the ICN-IoT with federated learning integration of communication: Concepts, security-privacy issues, applications, and future perspectives	34
DecChain: A decentralized security approach in Edge Computing based on Blockchain	34
LSMD: A fast and robust local community detection starting from low degree nodes in social networks	34
Intelligent security and optimization in Edge/Fog Computing	34
Achieving cybersecurity in blockchain-based systems: A survey	34
Bio-AKA: An efficient fingerprint based two factor user authentication and key agreement scheme	34
A multi-device multi-tasks management and orchestration architecture for the design of enterprise IoT applications	34
A hybrid personalized scholarly venue recommender system integrating social network analysis and contextual similarity	34
Information security and storage of Internet of Things based on block chains	34
Secure crowd-sensing protocol for fog-based vehicular cloud	34
Ontology based recommender system using social network data	34
Internet of energy-based demand response management scheme for smart homes and PHEVs using SVM	33