Machine learning based intrusion detection systems for IoT applications

A Verma, V Ranga - Wireless Personal Communications, 2020 - Springer
… We have shown that the classifiers used in this study are suitable for intrusion detection
in IoT applications. First, we analyze the performance results of hold-out validation. Figure 1 …

Internet of things applications, security challenges, attacks, intrusion detection, and future visions: A systematic review

N Mishra, S Pandya - IEEE Access, 2021 - ieeexplore.ieee.org
… of IoT devices is another major issue as most IoT applications work in a distributed environment
with sensors, actuators, and other devices [12]. Table I represents various IoT-… using IoT

A hybrid model for intrusion detection in IoT applications

MI Alghamdi - Wireless Communications and Mobile …, 2022 - Wiley Online Library
… This section investigates the intrusion detection outcomes of the PO-CFNN model on three
distinct datasets with 80 : 20 for training and testing. Table 1 and Figures 3 and 4 report the …

A survey of intrusion detection in Internet of Things

BB Zarpelão, RS Miani, CT Kawakani… - … Computer Applications, 2017 - Elsevier
IoT represents a significant challenge for information security researchers, we present a survey
about intrusion detection in IoT. … addressed the challenges that IoT particularities pose for …

Intrusion detection systems for IoT-based smart environments: a survey

MF Elrawy, AI Awad, HFA Hamed - Journal of Cloud Computing, 2018 - Springer
applications. Thus, there is a crucial need for intrusion detection systems (IDSs) designed for
IoT … The scope of this project is to describe the IoT domains and the various applications in …

Anomaly-based intrusion detection system for IoT application

M Bhavsar, K Roy, J Kelly, O Olusola - Discover Internet of things, 2023 - Springer
intrusion detection technologies do not provide guaranteed security in IoT applications
This results in building an advanced Intrusion Detection System (IDS) to protect IoT devices …

[PDF][PDF] Hybrid intrusion detection system for internet of things (IoT)

S Smys, A Basar, H Wang - Journal of ISMAC, 2020 - scholar.archive.org
… , etc., Intrusion detection system is used to detect such attacks … an intrusion detection system
for IoT network and detect … Proposed model is suitable for wide range of IoT applications. …

Applying genetic algorithm in intrusion detection system of iot applications

V Jain, M Agrawal - … 4th International Conference on Trends in …, 2020 - ieeexplore.ieee.org
… new approach for intrusion detection system IDS using genetic algorithm for IoT applications
is … A proposed genetic algorithm for intrusion detection system using genetic algorithm is as …

[PDF][PDF] Investigation on intrusion detection systems (IDSs) in IoT

KK Vaigandla, N Azmi, RK Karne - International Journal of …, 2022 - researchgate.net
IoT domains and their applications are the subjects of this … discussed, including their application
to the IoT paradigm. This … An effective and efficient intrusion detection system for the IoT

A comprehensive analyses of intrusion detection system for IoT environment

JCS Sicato, SK Singh, S Rathore… - Journal of Information …, 2020 - koreascience.kr
… Numerous practical of IoT applications can be used almost in many fields such as smart city
applications (smart home, and smart grid, healthcare, and others), where those applications