Handling imbalanced data in intrusion detection using time weighted Adaboost support vector machine classifier and crossover boosted Dwarf Mongoose Optimization algorithm

A Detailed Investigation and Analysis of Using Machine Learning Techniques for Intrusion Detection

Preeti Mishra, Vijay Varadharajan, Udaya Tupakula et al. · IEEE Communications Surveys & Tutorials · 2018 · 717 citations

Computing, Computer Science, Cybersecurity +12

Class-imbalanced dynamic financial distress prediction based on Adaboost-SVM ensemble combined with SMOTE and time weighting

Jie Sun, Hui Li, Hamido Fujita et al. · Information Fusion · 2019 · 350 citations

Computing, Data Science, Finance +14

Improving Performance of Autoencoder-Based Network Anomaly Detection on NSL-KDD Dataset

Wen Xu, Julian Jang‐Jaccard, Amardeep Singh et al. · IEEE Access · 2021 · 230 citations · Full text

Computing, Computer Science, Cybersecurity +17

MapReduce based intelligent model for intrusion detection using machine learning technique

Muhammad Asif, Sagheer Abbas, Muhammad Adnan Khan et al. · Journal of King Saud University - Computer and Information Sciences · 2021 · 198 citations · Full text

Computing, Computer Science, Cybersecurity +17

A deep learning approach for effective intrusion detection in wireless networks using CNN

B. Riyaz, Sannasi Ganapathy · Soft Computing · 2020 · 171 citations

Computing, Computer Science, Cybersecurity +16