REVIEW OF EXISTING DATA SETS FOR NETWORK INTRUSION DETECTION SYSTEM

UNSW-NB15: a comprehensive data set for network intrusion detection systems (UNSW-NB15 network data set)

Nour Moustafa, Jill Slay · 2015 · 3.6K citations

Computing, Computer Science, Cybersecurity +11

Toward developing a systematic approach to generate benchmark datasets for intrusion detection

Ali Shiravi, Hadi Shiravi, Mahbod Tavallaee et al. · Computers & Security · 2012 · 1.3K citations

Computing, Computer Engineering, Computer Science +16

Analysis of KDD Dataset Attributes - Class wise for Intrusion Detection

Preeti Aggarwal, Sudhir Kumar Sharma · Procedia Computer Science · 2015 · 198 citations · Full text

Computing, Computer Engineering, Computer Science +10

Feature selection in UNSW-NB15 and KDDCUP'99 datasets

Tharmini Janarthanan, Shahrzad Zargari · 2017 · 160 citations

Computing, Computer Engineering, Computer Science +17

Intrusion Detection System for NSL-KDD Dataset Using Convolutional Neural Networks

Yalei Ding, Yuqing Zhai · Proceedings of the 2018 2nd International Conference on Computer Science and Artificial Intelligence · 2018 · 140 citations

Computing, Computer Science, Cybersecurity +17