Network Intrusion detection systems are essential for the protection of advanced communication networks. Originally, these systems were hard-coded to identify specific …
Abstract Internet-of-Things (IoT) connects various physical objects through the Internet and it has a wide application, such as in transportation, military, healthcare, agriculture, and many …
RH Hwang, MC Peng, CW Huang, PC Lin… - IEEE …, 2020 - ieeexplore.ieee.org
Various attacks have emerged as the major threats to the success of a connected world like the Internet of Things (IoT), in which billions of devices interact with each other to facilitate …
K Lin, X Xu, F Xiao - Computer Networks, 2022 - Elsevier
Network malicious traffic detection is one of the essential tasks of computer networks, which has become an obstacle to network development as networks are expanding in size and …
SY Ji, BK Jeong, S Choi, DH Jeong - Journal of Network and Computer …, 2016 - Elsevier
Abnormal network traffic analysis has become an increasingly important research topic to protect computing infrastructures from intruders. Yet, it is challenging to accurately discover …
C Ma, X Du, L Cao - IEEE Access, 2019 - ieeexplore.ieee.org
Security issues of large-scale local area network are becoming more prominent and the anomaly detection for the network traffic is the key means to solve this problem. On the other …
Internet of Things (IoT) networks have become an increasingly attractive target of cyberattacks. Powerful Machine Learning (ML) models have recently been adopted to …
Publicly available datasets are an indispensable tool for researchers, as they allow testing new algorithms on a wide range of different scenarios and making scientific experiments …
P Wu, H Guo - 2019 IEEE symposium series on computational …, 2019 - ieeexplore.ieee.org
Network attack is a significant security issue for modern society. From small mobile devices to large cloud platforms, almost all computing products, used in our daily life, are networked …