A game theoretical framework on intrusion detection in heterogeneous networks

L Chen, J Leneutre - IEEE Transactions on Information …, 2009 - ieeexplore.ieee.org
… the intrusion detection problem in heterogeneous networks … questions by formulating the
network intrusion detection as a … to configure the intrusion detection strategies in realistic …

Intrusion detection and big heterogeneous data: a survey

R Zuech, TM Khoshgoftaar, R Wald - Journal of Big Data, 2015 - Springer
… in Intrusion Detection technology along with important considerations like monitoring a wide
array of heterogeneous … and grown in sophistication, Intrusion Detection products have also …

Intrusion detection system for IoT heterogeneous perceptual network

M Zhou, L Han, H Lu, C Fu - Mobile networks and applications, 2021 - Springer
… IoT heterogeneous perceptual network in the attack-defense process, the placement strategy
of the intrusion detection … will comprehensively consider the heterogeneity of the perceptual …

A stacking ensemble for network intrusion detection using heterogeneous datasets

S Rajagopal, PP Kundapur… - … Networks, 2020 - Wiley Online Library
… This work has proposed an ensemble approach using the concept of stacking for effective
network intrusion detection. Two heterogeneous datasets like UNSW NB-15 (emulated) and …

Intrusion detection in homogeneous and heterogeneous wireless sensor networks

Y Wang, X Wang, B Xie, D Wang… - IEEE transactions on …, 2008 - ieeexplore.ieee.org
heterogeneous WSN increases the detection probability for a given … of intrusion detection
probability of a heterogeneous WSN in singlesensing detection and multiple-sensing detection

Federated deep learning for collaborative intrusion detection in heterogeneous networks

SI Popoola, G Gui, B Adebisi… - 2021 IEEE 94th …, 2021 - ieeexplore.ieee.org
… CONCLUSION In this paper, we proposed FDL for intrusion detection in heterogeneous
wireless networks. First, local DNN models were trained and validated with private data sets in …

Generalizing intrusion detection for heterogeneous networks: A stacked-unsupervised federated learning approach

G de Carvalho Bertoli, LAP Junior, O Saotome… - Computers & …, 2023 - Elsevier
… the generalization of an intrusion detection system over heterogeneous networks. In our
case, heterogeneous networks are the datasets that represent diverse networks. Then, we use …

Scheduling framework for distributed intrusion detection systems over heterogeneous network architectures

JF Colom, D Gil, H Mora, B Volckaert… - Journal of Network and …, 2018 - Elsevier
… , in order to improve intrusion detection in the current scenario, … to properly distribute intrusion
detection system (IDS) tasks, … -known and recent advances in intrusion detection as well as …

Customised intrusion detection for an industrial IoT heterogeneous network based on machine learning algorithms called FTL-CID

N Abosata, S Al-Rubaye, G Inalhan - Sensors, 2022 - mdpi.com
… To model intrusion detection for an IIoT network, FTL is … the IoT networks and obtain the
different intrusion patterns of the … IIoT network, we modelled FTL for RPL-IIoT intrusion detection. …

Intrusion detection techniques for mobile cloud computing in heterogeneous 5G

K Gai, M Qiu, L Tao, Y Zhu - … and communication networks, 2016 - Wiley Online Library
intrusion detection techniques in order to find the approaches that can effectively utilize the
advances of heterogeneous … of heterogeneous network that provides networking platform for …