A comparative study of machine learning models for cyber-attacks detection in wireless sensor networks
Wireless Sensor Network is a key technology for Internet of Things, but it is an example of
energy-restricted networks. In such networks with a large number of deployed sensors with …
energy-restricted networks. In such networks with a large number of deployed sensors with …
An ensemble-based machine learning approach for cyber-attacks detection in wireless sensor networks
Wireless Sensor Networks (WSNs) are the key underlying technology of the Internet of
Things (IoT); however, these networks are energy constrained. Security has become a major …
Things (IoT); however, these networks are energy constrained. Security has become a major …
Evaluation of naïve bayesian algorithms for cyber-attacks detection in wireless sensor networks
Wireless Sensor Network (WSN) is one of the Internet of Things (IoT) operating platforms,
which has proliferated into a wide range of applications. These networks comprise many …
which has proliferated into a wide range of applications. These networks comprise many …
Towards building robust intrusion detection system in wireless sensor networks using machine learning and feature selection
S Umamaheshwari, SA Kumar… - … on advancements in …, 2021 - ieeexplore.ieee.org
Wireless sensor Networks (WSN) have numerous applications in today's world. The security
threat, on the other hand, is a major concern in WSN. Incorporating an intrusion detection …
threat, on the other hand, is a major concern in WSN. Incorporating an intrusion detection …
A lightweight multilayer machine learning detection system for cyber-attacks in WSN
A key technology that empowers low-cost and low-power Internet of Things (IoT) systems
implementation is the Wireless Sensor Network (WSN); however, WSNs are susceptible to …
implementation is the Wireless Sensor Network (WSN); however, WSNs are susceptible to …
An effective classification for DoS attacks in wireless sensor networks
Intrusion Detection Systems (IDSs) have an important role in detecting and preventing
security attacks. An IDS should be in Wireless Sensor Networks (WSN) to ensure the …
security attacks. An IDS should be in Wireless Sensor Networks (WSN) to ensure the …
Stochastic Machine Learning Based Attacks Detection System in Wireless Sensor Networks
ARA Moundounga, H Satori - Journal of Network and Systems …, 2024 - Springer
Abstract Wireless Sensor Networks (WSNs) play a crucial role in diverse applications,
encompassing environmental monitoring, healthcare, and industrial automation. However …
encompassing environmental monitoring, healthcare, and industrial automation. However …
An accurate attack detection framework based on exponential polynomial kernel‐centered deep neural networks in the wireless sensor network
B Raveendranadh… - Transactions on emerging …, 2023 - Wiley Online Library
A novel type of wireless network that is rising in popularity with a wide assortment of civilian
along with military applications is called WSN. Owing to several factors like nodes with …
along with military applications is called WSN. Owing to several factors like nodes with …
Performance analysis of machine learning algorithms in detecting and mitigating black and gray hole attacks
M Kurtkoti, BS Premananda… - … : Proceedings of ICIDCA …, 2022 - Springer
Black hole attacks and gray hole attacks are major denial of service (DoS) attacks in
wireless sensor networks (WSNs). Intrusion detection systems are proposed to detect such …
wireless sensor networks (WSNs). Intrusion detection systems are proposed to detect such …
BBBC-DDRL: A hybrid big-bang big-crunch optimization and deliberated deep reinforced learning mechanisms for cyber-attack detection
A Abirami, S Palanikumar - Computers and Electrical Engineering, 2023 - Elsevier
Currently, the wireless networks are increasingly used in all kinds of applications due to their
adaptability, flexibility, and easy-access. Without a predetermined architecture, wireless …
adaptability, flexibility, and easy-access. Without a predetermined architecture, wireless …