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2026
A comprehensive analysis of autoencoder variants for identification of multivariate geochemical anomalies linked to hydrothermal copper mineralization in Feizabad district, NE Iran
Journal of African Earth Sciences
2025
2025 International Conference in Advances in Power, Signal, and Information Technology (APSIT)
2025
USVDD: A one-class outlier detection method with imprecisely- observed data
Applied Soft Computing
2025
2025 IEEE 49th Annual Computers, Software, and Applications Conference (COMPSAC)
2025
2025 6th International Conference on Recent Advances in Information Technology (RAIT)
2025
Enhancing Soundscape Characterization and Pattern Analysis Using Low-Dimensional Deep Embeddings on a Large-Scale Dataset
Machine Learning and Knowledge Extraction
2025
MACAE: memory module-assisted convolutional autoencoder for intrusion detection in IoT networks
The Journal of Supercomputing
2024
2024 IEEE International Conference on Advanced Systems and Emergent Technologies (IC_ASET)
2024
2024 1st International Conference on Advances in Computing, Communication and Networking (ICAC2N)
2024
Efficient Intrusion Detection System Data Preprocessing Using Deep Sparse Autoencoder with Differential Evolution
IET Information Security
2024
Supervised Representation Learning for Network Traffic With Cluster Compression
IEEE Transactions on Sustainable Computing
2024
A convolutional autoencoder architecture for robust network intrusion detection in embedded systems
Journal of Systems Architecture
2024
SALAD: A split active learning based unsupervised network data stream anomaly detection method using autoencoders
Expert Systems with Applications
2024
Optimizing IoT Intrusion Detection Using Balanced Class Distribution, Feature Selection, and Ensemble Machine Learning Techniques
Sensors
2024
An end-to-end intrusion detection system with IoT dataset using deep learning with unsupervised feature extraction
International Journal of Information Security
2024
Anomaly Detection in Imbalanced Encrypted Traffic with Few Packet Metadata-Based Feature Extraction
Computer Modeling in Engineering & Sciences
2024
2024 IEEE International Conference on Advanced Systems and Emergent Technologies (IC_ASET)
2023
Metaheuristics with federated learning enabled intrusion detection system in Internet of Things environment
Expert Systems
2023
Intrusion Detection System Based on One-Class Support Vector Machine and Gaussian Mixture Model
Electronics
2023
A Deep Learning Approach for Network Intrusion Detection Using a Small Features Vector
Journal of Cybersecurity and Privacy
2023
Wrapper Based Linear Discriminant Analysis (LDA) for Intrusion Detection in IIoT
Computer Systems Science and Engineering
2023
CONFERENCE ON MATHEMATICAL SCIENCES AND APPLICATIONS IN ENGINEERING: CMSAE-2021
2022
2022 5th International Conference on Contemporary Computing and Informatics (IC3I)
2022
Unsupervised network traffic anomaly detection with deep autoencoders
Logic Journal of the IGPL
2022
Evolving anomaly detection for network streaming data
Information Sciences
2022
Malware detection framework based on graph variational autoencoder extracted embeddings from API-call graphs
PeerJ Computer Science
2022
Towards an Effective Intrusion Detection Model Using Focal Loss Variational Autoencoder for Internet of Things (IoT)
Sensors
2022
XGBoost for Imbalanced Multiclass Classification-Based Industrial Internet of Things Intrusion Detection Systems
Sustainability
2022
A novel hybrid-based approach of snort automatic rule generator and security event correlation (SARG-SEC)
PeerJ Computer Science
2022
An investigation and comparison of machine learning approaches for intrusion detection in IoMT network
The Journal of Supercomputing
2021
Enhanced Deep Autoencoder Based Feature Representation Learning for Intelligent Intrusion Detection System
Computers, Materials & Continua
2021
Feature Selection and Ensemble-Based Intrusion Detection System: An Efficient and Comprehensive Approach
Symmetry
2021
A hybrid network intrusion detection using darwinian particle swarm optimization and stacked autoencoder hoeffding tree
Mathematical Biosciences and Engineering
2021
Communications in Computer and Information Science
2021
2021 1st International Conference on Artificial Intelligence and Data Analytics (CAIDA)
2021
Deep Learning Enabled Autoencoder Architecture for Collaborative Filtering Recommendation in IoT Environment
Computers, Materials & Continua
2021
A Step-Based Deep Learning Approach for Network Intrusion Detection
Computer Modeling in Engineering & Sciences
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