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2025
2025 2nd International Conference on Computational Intelligence, Communication Technology and Networking (CICTN)
2025
Enhanced Grey Wolf Optimization (EGWO) and random forest based mechanism for intrusion detection in IoT networks
Scientific Reports
2025
A Multi-Class Intrusion Detection System for DDoS Attacks in IoT Networks Using Deep Learning and Transformers
Sensors
2025
Intelligent Intrusion Detection System Against Various Attacks Based on a Hybrid Deep Learning Algorithm
Sensors
2025
Lecture Notes on Data Engineering and Communications Technologies
2025
2025 21st International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT)
2025
2025 6th International Conference for Emerging Technology (INCET)
2025
Exploring and Enhancing Placement of IDS in RPL: A Federated Learning-Based Approach
IEEE Internet of Things Journal
2025
Lecture Notes in Networks and Systems
2025
2025 IEEE 4th International Conference on AI in Cybersecurity (ICAIC)
2025
KronNet a lightweight Kronecker enhanced feed forward neural network for efficient IoT intrusion detection
Scientific Reports
2025
Analysis of deep learning-based intrusion detection systems in IoT environments
EDPACS
2025
2025 5th Intelligent Cybersecurity Conference (ICSC)
2025
An explainable three-way neural network approach for intrusion detection in IoT ecosystem
Internet of Things
2025
Smart intrusion detection model to identify unknown attacks for improved road safety and management
Scientific Reports
2025
GMCWAE: A Representation Learning Technique for Network Intrusion Detection in IoT
IEEE Internet of Things Journal
2025
A Novel Metaheuristic-Based Methodology for Attack Detection in Wireless Communication Networks
Mathematics
2025
Leveraging deep Learning for Efficient Intrusion Detection in IoT Networks
CyberSystem Journal
2025
SRF2T-ID: an implementation of ensemble learning-based IDS with wireless of things secure communication for smart residency environment
Neural Computing and Applications
2025
Securing IoT Networks Against DDoS Attacks: A Hybrid Deep Learning Approach
Sensors
2025
Lecture Notes on Data Engineering and Communications Technologies
2025
XAI-Based Framework for Protocol Anomaly Classification and Identification to 6G NTNs with Drones
Drones
2025
Information Systems Engineering and Management
2025
MACAE: memory module-assisted convolutional autoencoder for intrusion detection in IoT networks
The Journal of Supercomputing
2025
An edge-enhanced graphSAGE-based intrusion detection model for the internet of things
Cluster Computing
2025
2025 5th IEEE Middle East and North Africa Communications Conference (MENACOMM)
2025
ARLHNIDS-IoT: An accurate and robust lightweight hybrid-NIDS for IoT network security
Computers & Security
2025
An intelligent light-weight intrusion detection system for edge-centric smart logistics system
Cluster Computing
2025
Lightweight intrusion detection system for IoT with improved feature engineering and advanced dynamic quantization
Discover Internet of Things
2025
Privacy-preserving approach for IoT networks using statistical learning with optimization algorithm on high-dimensional big data environment
Scientific Reports
2025
NIDS-CNNRF integrating CNN and random forest for efficient network intrusion detection model
Internet of Things
2025
Optimized detection of cyber-attacks on IoT networks via hybrid deep learning models
Ad Hoc Networks
2025
Detecting attacks on the internet of things network in the computing fog layer with an embedded learning approach based on clustering and blockchain
Cluster Computing
2025
Leveraging Random Forest to Detect Botnet Attacks in IoT Environments
International Journal of Computational and Experimental Science and Engineering
2025
Lecture Notes in Computer Science
2024
2024 Cyber Research Conference - Ireland (Cyber-RCI)
2024
Performance Evaluation of Deep Learning Models for Classifying Cybersecurity Attacks in IoT Networks
Informatics
2024
VGGIncepNet: Enhancing Network Intrusion Detection and Network Security through Non-Image-to-Image Conversion and Deep Learning
Electronics
2024
A novel deep learning-based intrusion detection system for IoT DDoS security
Internet of Things
2024
An SDN-based Hybrid-DL-driven cognitive intrusion detection system for IoT ecosystem
Computers and Electrical Engineering
2024
2024 1st International Conference on Innovative Engineering Sciences and Technological Research (ICIESTR)
2024
Combining Edge Computing-Assisted Internet of Things Security with Artificial Intelligence: Applications, Challenges, and Opportunities
Applied Sciences
2024
2024 IEEE International Conference on Computing (ICOCO)
2024
Intrusion Detection in IoT Systems Using Denoising Autoencoder
IEEE Access
2024
2024 33rd International Conference on Computer Communications and Networks (ICCCN)
2024
2024 IEEE 10th World Forum on Internet of Things (WF-IoT)
2024
Explainable AI-Based DDoS Attacks Classification Using Deep Transfer Learning
Computers, Materials & Continua
2024
Hybrid MRMR-PCA BagDT—An Effective Feature Selection Based Ensemble Model for Real-Time Intrusion Detection in IoT Environment
IEEE Access
2024
An improved intrusion detection method for IIoT using attention mechanisms, BiGRU, and Inception-CNN
Scientific Reports
2024
2024 First International Conference on Innovations in Communications, Electrical and Computer Engineering (ICICEC)
2024
Optimized common features selection and deep-autoencoder (OCFSDA) for lightweight intrusion detection in Internet of things
International Journal of Information Security
2024
NIDS-FGPA: A federated learning network intrusion detection algorithm based on secure aggregation of gradient similarity models
PLOS ONE
2024
IoT-Based Intrusion Detection System Using New Hybrid Deep Learning Algorithm
Electronics
2024
2024 11th International Symposium on Telecommunications (IST)
2024
2024 35th Irish Signals and Systems Conference (ISSC)
2024
Optimizing Intrusion Detection for DoS, DDoS, and Mirai Attacks Subtypes Using Hierarchical Feature Selection and CatBoost on the CICIoT2023 Dataset
Data and Metadata
2024
Two-step data clustering for improved intrusion detection system using CICIoT2023 dataset
e-Prime - Advances in Electrical Engineering, Electronics and Energy
2024
Anomaly detection in IoT-based healthcare: machine learning for enhanced security
Scientific Reports
2024
2024 IEEE Conference on Dependable, Autonomic and Secure Computing (DASC)
2024
2024 Second International Conference on Advanced Computing & Communication Technologies (ICACCTech)
2024
Optimizing Smart Home Intrusion Detection With Harmony-Enhanced Extra Trees
IEEE Access
2024
2024 7th International Conference on Internet Applications, Protocols, and Services (NETAPPS)
2024
Enhancing Cyberattack Detection Using Dimensionality Reduction With Hybrid Deep Learning on Internet of Things Environment
IEEE Access
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