A survey of intrusion detection systems in wireless sensor networks

I Butun, SD Morgera, R Sankar - IEEE communications surveys …, 2013 - ieeexplore.ieee.org
Wireless Sensor Networking is one of the most promising technologies that have
applications ranging from health care to tactical military. Although Wireless Sensor Networks …

On the vital areas of intrusion detection systems in wireless sensor networks

A Abduvaliyev, ASK Pathan, J Zhou… - … Surveys & Tutorials, 2013 - ieeexplore.ieee.org
This paper surveys recently proposed works on Intrusion Detection Systems (IDS) in WSNs,
and presents a comprehensive classification of various IDS approaches according to their …

Kalis—A system for knowledge-driven adaptable intrusion detection for the Internet of Things

D Midi, A Rullo, A Mudgerikar… - 2017 IEEE 37th …, 2017 - ieeexplore.ieee.org
In this paper, we introduce Kalis, a self-adapting, knowledge-driven expert Intrusion
Detection System able to detect attacks in real time across a wide range of IoT systems …

[PDF][PDF] Role of machine learning algorithms intrusion detection in WSNs: a survey

E Baraneetharan - Journal of Information Technology, 2020 - scholar.archive.org
Abstract Machine Learning is capable of providing real-time solutions that maximize the
utilization of resources in the network thereby increasing the lifetime of the network. It is able …

Trust mechanisms in wireless sensor networks: Attack analysis and countermeasures

Y Yu, K Li, W Zhou, P Li - Journal of Network and computer Applications, 2012 - Elsevier
As the trust issue in wireless sensor networks is emerging as one important factor in security
schemes, it is necessary to analyze how to resist attacks with a trust scheme. In this paper …

Intrusion detection in wireless sensor networks with an improved NSA based on space division

R Zhang, X Xiao - Journal of Sensors, 2019 - Wiley Online Library
Inspired by the biological immune system, many researchers apply artificial immune
principles to intrusion detection in wireless sensor networks, such as negative selection …

Recent advancements in intrusion detection systems for the internet of things

ZA Khan, P Herrmann - Security and Communication Networks, 2019 - Wiley Online Library
Many Internet of Things (IoT) systems run on tiny connected devices that have to deal with
severe processor and energy restrictions. Often, the limited processing resources do not …

Recurrent neural network based intrusion detection system

S Nayyar, S Arora, M Singh - 2020 international conference on …, 2020 - ieeexplore.ieee.org
An increase in connectivity through the internet and increased freedom of data access has
led to numerous attempts to attack network servers. These attacks have become …

Anomaly detection and privacy preservation in cloud-centric internet of things

I Butun, B Kantarci… - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
Internet of Things (IoT) concept provides a number of opportunities to improve our daily lives
while also creating a potential risk of increasing the vulnerability of personal information to …

A game theory based multi layered intrusion detection framework for wireless sensor networks

B Subba, S Biswas, S Karmakar - International Journal of Wireless …, 2018 - Springer
Most of the existing intrusion detection frameworks proposed for wireless sensor networks
(WSNs) are computation and energy intensive, which adversely affect the overall lifetime of …