RANet: Network intrusion detection with group-gating convolutional neural network

Adversarial Defense: DGA-Based Botnets and DNS Homographs Detection Through Integrated Deep Learning

(2021) Vinayakumar Ravi et al.   IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT

A Visualized Botnet Detection System Based Deep Learning for the Internet of Things Networks of Smart Cities

(2020) R. Vinayakumar et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

A network intrusion detection method based on semantic Re-encoding and deep learning

(2020) Zhendong Wu et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Large-scale group decision making with multiple stakeholders based on probabilistic linguistic preference relation

(2019) Yongming Song et al.   APPLIED SOFT COMPUTING

Mobile Encrypted Traffic Classification Using Deep Learning: Experimental Evaluation, Lessons Learned, and Challenges

(2019) Giuseppe Aceto et al.   IEEE Transactions on Network and Service Management

Statistical vertical reduction-based data abridging technique for big network traffic dataset

(2019) Sheetal Garg et al.   INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS

MIMETIC: Mobile encrypted traffic classification using multimodal deep learning

(2019) Giuseppe Aceto et al.   Computer Networks

Robust detection for network intrusion of industrial IoT based on multi-CNN fusion

(2019) Yanmiao Li et al.   MEASUREMENT

Dendron : Genetic trees driven rule induction for network intrusion detection systems

(2018) Dimitrios Papamartzivanos et al.   Future Generation Computer Systems-The International Journal of eScience

CNN and RNN based payload classification methods for attack detection

(2018) Hongyu Liu et al.   KNOWLEDGE-BASED SYSTEMS

LA-GRU: Building Combined Intrusion Detection Model Based on Imbalanced Learning and Gated Recurrent Unit Neural Network

(2018) Binghao Yan et al.   Security and Communication Networks

A data-driven metric learning-based scheme for unsupervised network anomaly detection

(2018) Roya Aliakbarisani et al.   COMPUTERS & ELECTRICAL ENGINEERING

Alcoholism identification via convolutional neural network based on parametric ReLU, dropout, and batch normalization

(2018) Shui-Hua Wang et al.   NEURAL COMPUTING & APPLICATIONS

Multi-level hybrid support vector machine and extreme learning machine based on modified K-means for intrusion detection system

(2017) Wathiq Laftah Al-Yaseen et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Deep Learning Approach for Intrusion Detection Using Recurrent Neural Networks

(2017) Chuanlong Yin et al.   IEEE Access

Building an Intrusion Detection System Using a Filter-Based Feature Selection Algorithm

(2016) Mohammed A. Ambusaidi et al.   IEEE TRANSACTIONS ON COMPUTERS

An intrusion detection system using network traffic profiling and online sequential extreme learning machine

(2015) Raman Singh et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Comparative Study of Unsupervised Anomaly Detection Techniques Using Honeypot Data

(2010) Jungsuk SONG et al.   IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS