A generalized machine learning model for DDoS attacks detection using hybrid feature selection and hyperparameter tuning

Developing Realistic Distributed Denial of Service (DDoS) Attack Dataset and Taxonomy

Iman Sharafaldin, Arash Habibi Lashkari, Saqib Hakak et al. · 2019 · 1.1K citations

Computing, Computer Science, Cybersecurity +14

A survey of network-based intrusion detection data sets

Markus Ring, Sarah Wunderlich, Deniz Scheuring et al. · Computers & Security · 2019 · 819 citations · Full text

Computing, Computer Engineering, Computer Science +12

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

Intrusion detection model using fusion of chi-square feature selection and multi class SVM

Ikram Sumaiya Thaseen · Journal of King Saud University - Computer and Information Sciences · 2016 · 465 citations · Full text

Computing, Computer Engineering, Computer Science +17

FlowGuard: An Intelligent Edge Defense Mechanism Against IoT DDoS Attacks

Yizhen Jia, Fangtian Zhong, Arwa Alrawais et al. · IEEE Internet of Things Journal · 2020 · 290 citations

Computing, Computer Science, Cybersecurity +17