Intrusion Detection Methods Based on Integrated Deep Learning Model

A real-time and ubiquitous network attack detection based on deep belief network and support vector machine

(2020) Hao Zhang et al.   IEEE-CAA Journal of Automatica Sinica

Genetic convolutional neural network for intrusion detection systems

(2020) Minh Tuan Nguyen et al.   Future Generation Computer Systems-The International Journal of eScience

Intrusion Detection for Cyber–Physical Systems Using Generative Adversarial Networks in Fog Environment

(2020) Paulo Freitas de Araujo-Filho et al.   IEEE Internet of Things Journal

An Efficient Stochastic Gradient Descent Algorithm to Maximize the Coverage of Cellular Networks

(2019) Yaxi Liu et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Online GMM Clustering and Mini-Batch Gradient Descent Based Optimization for Industrial IoT 4.0

(2019) Seifeddine Messaoud et al.   IEEE Transactions on Industrial Informatics

An Industrial Network Intrusion Detection Algorithm Based on Multifeature Data Clustering Optimization Model

(2019) Wei Liang et al.   IEEE Transactions on Industrial Informatics

Speech Enhancement Based on Teacher–Student Deep Learning Using Improved Speech Presence Probability for Noise-Robust Speech Recognition

(2019) Yan-Hui Tu et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Sequence Covering for Efficient Host-Based Intrusion Detection

(2018) Pierre-Francois Marteau   IEEE Transactions on Information Forensics and Security

Host-based misuse intrusion detection using PCA feature extraction and kNN classification algorithms

(2018) Gursel Serpen et al.   Intelligent Data Analysis

Design of cognitive fog computing for intrusion detection in Internet of Things

(2018) S. Prabavathy et al.   JOURNAL OF COMMUNICATIONS AND NETWORKS

Deep Learning Approach Combining Sparse Autoen-coder with SVM for Network Intrusion Detection

(2018) Majjed Al-Qatf et al.   IEEE Access

LR-HIDS: logistic regression host-based intrusion detection system for cloud environments

(2018) Elham Besharati et al.   Journal of Ambient Intelligence and Humanized Computing

Dynamic Feature Acquisition Using Denoising Autoencoders

(2018) Mohammad Kachuee et al.   IEEE Transactions on Neural Networks and Learning Systems

A Hybrid Feature Selection Method for Improved Detection of Wired/Wireless Network Intrusions

(2017) J. Rene Beulah et al.   WIRELESS PERSONAL COMMUNICATIONS

Host-Based Intrusion Detection for VANETs: A Statistical Approach to Rogue Node Detection

(2016) Kamran Zaidi et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

A Comparative Study of Bag-of-Words and Bag-of-Topics Models of EO Image Patches

(2015) Reza Bahmanyar et al.   IEEE Geoscience and Remote Sensing Letters

Feature Selection Based on Hybridization of Genetic Algorithm and Particle Swarm Optimization

(2015) Pedram Ghamisi et al.   IEEE Geoscience and Remote Sensing Letters

Fuzzy Restricted Boltzmann Machine for the Enhancement of Deep Learning

(2015) C. L. Philip Chen et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Quaternion softmax classifier

(2014) Rui Zeng et al.   ELECTRONICS LETTERS

Semi-Supervised and Unsupervised Extreme Learning Machines

(2014) Gao Huang et al.   IEEE Transactions on Cybernetics

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A memory-efficient parallel string matching for intrusion detection systems

(2009) Hyunjin Kim et al.   IEEE COMMUNICATIONS LETTERS