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A Novel PCA-Firefly Based XGBoost Classification Model for Intrusion Detection in Networks Using GPU
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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Performance Comparison of Support Vector Machine, Random Forest, and Extreme Learning Machine for Intrusion Detection
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Deep Learning Approach for Intelligent Intrusion Detection System
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Robust Intelligent Malware Detection Using Deep Learning
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An Adaptive Ensemble Machine Learning Model for Intrusion Detection
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Classification of Attack Types for Intrusion Detection Systems Using a Machine Learning Algorithm
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An Improved Convolutional Neural Network Model for Intrusion Detection in Networks
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Deep Learning in Intrusion Detection Systems
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Endpoint Temperature Prediction model for LD Converters Using Machine-Learning Techniques
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On the Feasibility of Deep Learning in Sensor Network Intrusion Detection
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Host-Based Intrusion Detection System with System Calls
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Intrusion detection model using machine learning algorithm on Big Data environment
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A Taxonomy of Network Threats and the Effect of Current Datasets on Intrusion Detection Systems
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Toward Generating a New Intrusion Detection Dataset and Intrusion Traffic Characterization
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Hyper clustering model for dynamic network intrusion detection
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Enhanlcing the accuracy of intrusion detection systems by reducing the rates of false negatives through using XG-boost and optimization algorithm
inferred← citeshttps://doi.org/10.1057/s41288-022-00266-6openalex-snapshot
Cyber risk and cybersecurity: a systematic review of data availability
inferred← citeshttps://doi.org/10.1063/5.0259047openalex-snapshot
Network intrusion detection using novel DSSTE
inferred← citeshttps://doi.org/10.1063/5.0312047openalex-snapshot
Securing IoT ecosystems against DDoS attacks: A multi-tier security framework for enhanced defense
inferred← citeshttps://doi.org/10.1080/08839514.2025.2452675openalex-snapshot
From Baseline to Best Practice: An Advanced Feature Selection, Feature Resampling and Grid Search Techniques to Improve Injury Severity Prediction
inferred← citeshttps://doi.org/10.1080/15567036.2022.2087804openalex-snapshot
Stacking ensemble based fault diagnosis approach for improved operation of photovoltaic arrays
inferred← citeshttps://doi.org/10.1080/17457300.2026.2678331openalex-snapshot
A novel XGBoost method with entity embeddings for feature analysis and classification of traffic crash types
inferred← citeshttps://doi.org/10.1080/19420862.2024.2352887openalex-snapshot
Predicting the clinical subcutaneous absorption rate constant of monoclonal antibodies using only the primary sequence: a machine learning approach
inferred← citeshttps://doi.org/10.1088/2632-072x/ad506bopenalex-snapshot
Securing edge-IIoT networks: a comprehensive ensemble-based DDoS detection system
inferred← citeshttps://doi.org/10.1093/comjnl/bxad078openalex-snapshot
FedEVCP: Federated Learning-Based Anomalies Detection for Electric Vehicle Charging Pile
inferred← citeshttps://doi.org/10.1109/access.2020.2980942openalex-snapshot
Analysis of Dimensionality Reduction Techniques on Big Data
inferred← citeshttps://doi.org/10.1109/access.2020.2991067openalex-snapshot
A Multidirectional LSTM Model for Predicting the Stability of a Smart Grid
inferred← citeshttps://doi.org/10.1109/access.2020.2997663openalex-snapshot
Optimal Scheduling of Flexible Manufacturing System Using Improved Lion-Based Hybrid Machine Learning Approach
inferred← citeshttps://doi.org/10.1109/access.2020.3025553openalex-snapshot
Prediction Model of Dementia Risk Based on XGBoost Using Derived Variable Extraction and Hyper Parameter Optimization
inferred← citeshttps://doi.org/10.1109/access.2020.3048198openalex-snapshot
Intrusion Detection of Imbalanced Network Traffic Based on Machine Learning and Deep Learning
inferred← citeshttps://doi.org/10.1109/access.2022.3142508openalex-snapshot
A Comprehensive Survey on Computer Forensics: State-of-the-Art, Tools, Techniques, Challenges, and Future Directions
inferred← citeshttps://doi.org/10.1109/access.2023.3283567openalex-snapshot
Standard Latent Space Dimension for Network Intrusion Detection Systems Datasets
inferred← citeshttps://doi.org/10.1109/access.2024.3352281openalex-snapshot
An Effective Classification of DDoS Attacks in a Distributed Network by Adopting Hierarchical Machine Learning and Hyperparameters Optimization Techniques
inferred← citeshttps://doi.org/10.1109/access.2024.3367228openalex-snapshot
Financial Risk Early Warning Model for Listed Companies Using BP Neural Network and Rough Set Theory
inferred← citeshttps://doi.org/10.1109/access.2024.3386405openalex-snapshot
BBO-CFAT: Network Intrusion Detection Model Based on BBO Algorithm and Hierarchical Transformer
inferred← citeshttps://doi.org/10.1109/access.2025.3565612openalex-snapshot
Hybrid Machine Learning-Based Multi-Stage Framework for Detection of Credit Card Anomalies and Fraud
inferred← citeshttps://doi.org/10.1109/access.2025.3580507openalex-snapshot
Enhancing Security in DNP3 Communication for Smart Grids: A Segmented Neural Network Approach
inferred← citeshttps://doi.org/10.1109/aemcse55572.2022.00053openalex-snapshot
The use of Machine Learning in Electric Power Network Intrusion Detection and Network Security Situation Prediction
inferred← citeshttps://doi.org/10.1109/aiiot58432.2024.10574728openalex-snapshot
Securing the Industrial IoT: A Novel Network Intrusion Detection Models
inferred← citeshttps://doi.org/10.1109/aimla59606.2024.10531318openalex-snapshot
Connecting Autonomous Engineering Domains with the Shared Language of Deep Neural Networks
inferred← citeshttps://doi.org/10.1109/asyu67174.2025.11208316openalex-snapshot
Comparative Evaluation of Machine Learning and Deep Learning Models for Network Intrusion Detection
inferred← citeshttps://doi.org/10.1109/bhi56158.2022.9926774openalex-snapshot
Metabolomics in the prediction of prodromal stages of carotid artery disease using a hybrid ML algorithm
inferred← citeshttps://doi.org/10.1109/c-code58145.2023.10139892openalex-snapshot
C-RADAR: A Centralized Deep Learning System for Intrusion Detection in Software Defined Networks
inferred← citeshttps://doi.org/10.1109/cictn57981.2023.10140659openalex-snapshot
Prevention of Website from Cross Site Scripting
inferred← citeshttps://doi.org/10.1109/citisia53721.2021.9719884openalex-snapshot
IoT Regression Techniques In Smart Parking Systems: Survey
inferred← citeshttps://doi.org/10.1109/comst.2023.3312349openalex-snapshot
A Survey on Network Slicing Security: Attacks, Challenges, Solutions and Research Directions
inferred← citeshttps://doi.org/10.1109/confluence60223.2024.10463249openalex-snapshot
Intelligent System for Detection of Intrusion in Imbalanced Network Traffic
inferred← citeshttps://doi.org/10.1109/cscs66924.2025.00051openalex-snapshot
A deep learning IDS solution for IoT infrastructures
inferred← citeshttps://doi.org/10.1109/gcat55367.2022.9972047openalex-snapshot
A Novel Approach for Designing Network Intrusion Detection Systems Based on Hybrid Deep Learning Model CB-GRU
inferred← citeshttps://doi.org/10.1109/gcat59970.2023.10353353openalex-snapshot
Predicting Credit Risk in European P2P Lending: A Case Study of “Bondora” Using Supervised Machine Learning Techniques
inferred← citeshttps://doi.org/10.1109/gcwkshps50303.2020.9367413openalex-snapshot
A Framework for Prediction and Storage of Battery Life in IoT Devices using DNN and Blockchain
inferred← citeshttps://doi.org/10.1109/i-smac58438.2023.10290172openalex-snapshot
Optimization of Breast Cancer Diagnostic Accuracy based on its Features using an Adaptive Principal Component Approach
inferred← citeshttps://doi.org/10.1109/i4c62240.2024.10748515openalex-snapshot
Implementation of Machine Learning Algorithms to Detect DoS Attack in WSN
inferred← citeshttps://doi.org/10.1109/ic-etite47903.2020.235openalex-snapshot
An Ensemble based Machine Learning model for Diabetic Retinopathy Classification
inferred← citeshttps://doi.org/10.1109/ic2ecs60824.2023.10493484openalex-snapshot
Ship Intrusion Detection Technology Based on Bayesian Optimization Algorithm and XGBoost
inferred← citeshttps://doi.org/10.1109/icaccs57279.2023.10112982openalex-snapshot
A review on Machine Learning based IDS approaches in Wireless sensor networks
inferred← citeshttps://doi.org/10.1109/iccit63348.2025.10989321openalex-snapshot
Advancing Network Security: Developing a Deep Learning- Based Intrusion Detection System
inferred← citeshttps://doi.org/10.1109/icesep62218.2024.10651922openalex-snapshot
Integrated Energy System Load Forecasting Based on GSO-LSTM and Feature Selection
inferred← citeshttps://doi.org/10.1109/icet59753.2023.10375037openalex-snapshot
Machine Learning Based Improved Customer Churn Prediction Model for Telecommunications Industry
inferred← citeshttps://doi.org/10.1109/icetas62372.2024.11120104openalex-snapshot
Multistep Meshed Multivariate Energy Load Forecasting Through GSO Algorithm Using LSTM Selection Techniques in NOAA Energy Facility
inferred← citeshttps://doi.org/10.1109/icitisee63424.2024.10730160openalex-snapshot
Predictive Model of PLK1 Inhibitor Bioactivity as Anti-Cancer by Using Cuckoo Search-Ensemble Method
inferred← citeshttps://doi.org/10.1109/icodsa55874.2022.9862872openalex-snapshot
Noisy Seismic Traces Classification Using Principal Component Analysis
inferred← citeshttps://doi.org/10.1109/icoei68323.2026.11542157openalex-snapshot
AI-Driven Real-Time Intrusion Detection and Automated Mitigation for Industrial IoT Process Control Sensors
inferred← citeshttps://doi.org/10.1109/ictai56018.2022.00033openalex-snapshot
Measuring Machine Learning Robustness in front of Static and Dynamic Adversaries*
inferred← citeshttps://doi.org/10.1109/ictech58362.2023.00036openalex-snapshot
XGBoost-based alignment determination of rotation axis under leakage field
inferred← citeshttps://doi.org/10.1109/idaacs53288.2021.9660858openalex-snapshot
An Intrusion Detection Model Based on Improved Whale Optimization Algorithm and XGBoost
inferred← citeshttps://doi.org/10.1109/iscaie68866.2026.11576423openalex-snapshot
Explainable AI-Based Intrusion Detection for Secure Healthcare IoT Systems
inferred← citeshttps://doi.org/10.1109/isesd56103.2022.9980630openalex-snapshot
XGBoost for IDS on WSN Cyber Attacks with Imbalanced Data
inferred← citeshttps://doi.org/10.1109/isi49825.2020.9280479openalex-snapshot
XGBoosted Misuse Detection in LAN-Internal Traffic Dataset
inferred← citeshttps://doi.org/10.1109/ispcc53510.2021.9609402openalex-snapshot
KAS-IDS: A Machine Learning based Intrusion Detection System
inferred← citeshttps://doi.org/10.1109/issre62328.2024.00015openalex-snapshot
Detection Latencies of Anomaly Detectors - An Overlooked Perspective?
inferred← citeshttps://doi.org/10.1109/itec-india59098.2023.10471410openalex-snapshot
Homomorphic Encryption Technique in Over the Air (OTA) update in ECUs
inferred← citeshttps://doi.org/10.1109/jstars.2025.3586351openalex-snapshot
A Novel Optimized Hybrid VMD-PCA-XGBoost Model for Forecasting Precipitation: Exemplified by the Beijing-Tianjin-Hebei Study Region in China
inferred← citeshttps://doi.org/10.1109/kpec61529.2024.10676105openalex-snapshot
Synthetic Minority Oversampling Technique Enhanced Machine Learning Models for Energy Theft Detection
inferred← citeshttps://doi.org/10.1109/la-cci48322.2021.9769833openalex-snapshot
Identifying Process Graphs Properties with Network Science Metrics
inferred← citeshttps://doi.org/10.1109/lnet.2025.3610610openalex-snapshot
Toward Robust IDS in Network Security: Handling Class Imbalance With Deep Hybrid Architectures
inferred← citeshttps://doi.org/10.1109/milcom58377.2023.10356319openalex-snapshot
Detecting Unknown Attacks in IoT Environments: An Open Set Classifier for Enhanced Network Intrusion Detection
inferred← citeshttps://doi.org/10.1109/miucc62295.2024.10783491openalex-snapshot
A Comprehensive Survey on Dimension Reduction for Medical Big Data Using Optimization Algorithms
inferred← citeshttps://doi.org/10.1109/nmitcon58196.2023.10276174openalex-snapshot
Intelligent Systems for Medical Diagnostics with the Detection of Diabetic Retinopathy at Reduced Entropy
inferred← citeshttps://doi.org/10.1109/peeic59336.2023.10450910openalex-snapshot
Predicting Smart Grid Stability with Multi-Directional LSTM
inferred← citeshttps://doi.org/10.1109/pst65910.2025.11268821openalex-snapshot
Empirical Evaluation and Reclassification of Cryptographic Algorithms for Energy-Efficient Secure Communication in Medical IoT Devices
inferred← citeshttps://doi.org/10.1109/tce.2023.3319439openalex-snapshot
Leveraging Gametic Heredity in Oversampling Techniques to Handle Class Imbalance for Efficient Cyberthreat Detection in IIoT
inferred← citeshttps://doi.org/10.1109/tcss.2022.3199080openalex-snapshot
A Deep Learning Approach to Online Social Network Account Compromisation
inferred← citeshttps://doi.org/10.1109/tii.2022.3157727openalex-snapshot
Stacked One-Class Broad Learning System for Intrusion Detection in Industry 4.0
inferred← citeshttps://doi.org/10.1109/tits.2020.3021075openalex-snapshot
A Smart Cloud Service Management Algorithm for Vehicular Clouds
inferred← citeshttps://doi.org/10.1109/tits.2021.3122368openalex-snapshot
DLTIF: Deep Learning-Driven Cyber Threat Intelligence Modeling and Identification Framework in IoT-Enabled Maritime Transportation Systems
inferred← citeshttps://doi.org/10.1109/wincom59760.2023.10322954openalex-snapshot
Tree-Driven Intelligent Security System for Intrusion Detection in IoT environment
inferred← citeshttps://doi.org/10.1109/wpmc55625.2022.10014830openalex-snapshot
Towards Efficient and Secure Framework for Devices and Informatics for Internet of Medical Things
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