Individual Packet Features are a Risk to Model Generalisation in ML-Based Intrusion Detection

7 June 2024

Papers citing "Individual Packet Features are a Risk to Model Generalisation in ML-Based Intrusion Detection"

4 / 4 papers shown

Title
IoTGeM: Generalizable Models for Behaviour-Based IoT Attack Detection Kahraman Kostas Mike Just M. Lones 47 6 0 17 Oct 2023
Towards the Development of Realistic Botnet Dataset in the Internet of Things for Network Forensic Analytics: Bot-IoT Dataset Nickolaos Koroniotis Nour Moustafa E. Sitnikova B. Turnbull 59 1,228 0 02 Nov 2018
How Complex is your classification problem? A survey on measuring classification complexity A. C. Lorena L. P. F. Garcia Jens Lehmann M. D. Souto T. Ho 49 233 0 10 Aug 2018
Kitsune: An Ensemble of Autoencoders for Online Network Intrusion Detection Yisroel Mirsky Tomer Doitshman Yuval Elovici A. Shabtai 81 814 0 25 Feb 2018