A hybrid heuristic-assisted deep learning for secured routing and malicious node detection in wireless sensor networks

D Kalpana, P Ajitha - Peer-to-Peer Networking and Applications, 2024 - Springer
Diverse routing and security protocols are implemented to enhance the efficacy when
performing the packet transmission, however, finding the optimal path is highly challenging …

Secure cluster-based routing using modified spider monkey optimization for wireless sensor networks

M Supriya, T Adilakshmi - … and Applications, Volume 1: Proceedings of …, 2022 - Springer
Abstract Wireless Sensor Network (WSN) is generally a category of wireless ad hoc network
which has densely populated tiny sensor nodes for observing the changes in the …

Efficient malicious node detection by multi-objective energy trust aware hybrid optimization based maximizing lifetime of wireless sensor networks

P Parthiban, VS Vaisakhi - Journal of Intelligent & Fuzzy Systems - content.iospress.com
Wireless sensor network (WSN) collect and detect data in real time, but their battery life limits
their lifetime. The CH selection process increases network overhead and reduces lifetime …

Enhancing security in wireless sensor networks: A fusion of deep learning and energy-efficient routing

S Sowndeswari, E Kavitha… - Journal of Intelligent & … - content.iospress.com
The development of tiny sensing nodes efficient for wireless communication in Wireless
Sensor Networks (WSNs) can be attributed to the rapid advancements in processors and …

A Trusted distributed routing scheme for wireless sensor networks using block chain and jelly fish search optimizer based deep generative adversarial neural network …

L Raja, PS Periasamy - Wireless personal communications, 2022 - Springer
Wireless sensor network (WSN) is used to collect and monitor the data from various
environments, such as temperature, pressure, humidity and speed. After that, the collected …

Secure deep learning-based energy efficient routing with intrusion detection system for wireless sensor networks

M Sakthimohan, J Deny… - Journal of Intelligent & …, 2024 - content.iospress.com
In general, wireless sensor networks are used in various industries, including environmental
monitoring, military applications, and queue tracking. To support vital applications, it is …

Active trust and fuzzy logic based energy aware routing algorithm for wireless sensor networks

A Asha, C Arun - Journal of Computational and Theoretical …, 2017 - ingentaconnect.com
Wireless Sensor Network (WSN) provides a new model for real time networking systems
with low computation power, high communication rate in terms of data delivery, less memory …

Deep learning based IDS for secured routing in wireless sensor networks using fuzzy genetic approach

S Subramani, M Selvi - 2022 - researchsquare.com
Abstract Wireless Sensor Networks (WSNs) are consisting of a number of sensing nodes
that are used to collect data from various environmental conditions and are used frequently …

A trusted distributed routing scheme for wireless sensor networks using blockchain and meta‐heuristics‐based deep learning technique

M Revanesh, V Sridhar - Transactions on Emerging …, 2021 - Wiley Online Library
The wireless sensor network (WSN) with fluctuating environs might be susceptible to diverse
types of malicious cyber‐attacks, and they are mostly dependent on the authentication and …

A back propagation neural network model and efficient routing security mechanisms against blackhole attack in HWSNs

M Lakshmi, CR Prashanth - … of the 2nd International Conference on …, 2022 - Springer
Wireless sensor networks (WSN) are very widely populated with sensor nodes
communicating wirelessly and have limitations in terms of memory, battery life, computing …