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 …
SDN-QLTR: Q-Learning-Assisted Trust Routing Scheme for SDN-Based Underwater Acoustic Sensor Networks
F Li, G Han, C Lin, F Zhang… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
In underwater acoustic sensor networks (UASNs), the underwater sensors perform
underwater data collection tasks such as data collection and transmission at different …
underwater data collection tasks such as data collection and transmission at different …
Red Kite Optimization Algorithm With Average Ensemble Model for Intrusion Detection for Secure IoT
The Internet of Things (IoT) based Wireless Sensor Networks (WSNs) contain
interconnected autonomous sensor nodes (SN), which wirelessly communicate with each …
interconnected autonomous sensor nodes (SN), which wirelessly communicate with each …
Anomaly-based hierarchical intrusion detection for black hole attack detection and prevention in WSN
The wireless sensor network (WSN) is the network of sensors which might be deployed in
the surroundings for sensing any kind of physical phenomenon. Further sensed data is …
the surroundings for sensing any kind of physical phenomenon. Further sensed data is …
Adaptive Marine Predator Optimization Algorithm (AOMA)-Deep Supervised Learning Classification (DSLC) Based IDS Framework for MANET Security
MS Sheela, AG Soundari, A Mudigonda… - Intelligent and …, 2024 - ieeexplore.ieee.org
Due to the dynamic nature and node mobility, assuring the security of Mobile Ad-hoc
Networks (MANET) is one of the difficult and challenging tasks today. In MANET, the …
Networks (MANET) is one of the difficult and challenging tasks today. In MANET, the …
An intelligent intrusion detection and classification system using CSGO-LSVM model for wireless sensor networks (WSNs)
D Hemanand, GV Reddy, SS Babu, KR Balmuri… - International Journal of …, 2022 - ijisae.org
Providing security to the Wireless Sensor Networks (WSN) is more challenging process in
recent days, due to the self-organization nature and randomness of sensor nodes. For this …
recent days, due to the self-organization nature and randomness of sensor nodes. For this …
A Comparative Study of Security Issues and Attacks on Underwater Sensor Network
UWSNs are susceptible due to the unprotected acoustic path, extreme underwater
atmosphere, and unique characteristics. UWSNs are subject to a broad range of security …
atmosphere, and unique characteristics. UWSNs are subject to a broad range of security …
Deep learning and machine learning techniques for intrusion detection and prevention in wireless sensor networks: comparative study and performance analysis
Nowadays, there is remarkable growth in technology and wireless sensor networks. These
are primarily used for the purpose of communication. Communication between devices may …
are primarily used for the purpose of communication. Communication between devices may …
Hybrid optimized deep neural network with enhanced conditional random field based intrusion detection on wireless sensor network
Security plays an important part in this Internet world because of the hasty improvement of
Internet customers. Different Intrusion Detection Systems (IDS) have been advanced for …
Internet customers. Different Intrusion Detection Systems (IDS) have been advanced for …
T-SAPR: An Efficient Q-Learning Trust-based Secure Routing Protocol for Underwater Acoustic Sensor Networks
A Boukerche, R Zhu, Q Yang - Proceedings of the 19th ACM International …, 2023 - dl.acm.org
Underwater acoustic sensor networks (UASNs) play pivotal roles in diverse civilian and
military contexts. Yet, due to their broadcasting nature and the challenging environments …
military contexts. Yet, due to their broadcasting nature and the challenging environments …