Feature selection for intrusion detection system in a cluster-based heterogeneous wireless sensor network

O Osanaiye, O Ogundile, F Aina… - … Series: Electronics and …, 2019 - casopisi.junis.ni.ac.rs
Wireless sensor network (WSN) has become one of the most promising networking solutions
with exciting new applications for the near future. Notwithstanding the resource constrain of …

Optimizing cybersecurity attack detection in computer networks: A comparative analysis of bio-inspired optimization algorithms using the CSE-CIC-IDS 2018 dataset

H Najafi Mohsenabad, MA Tut - Applied Sciences, 2024 - mdpi.com
In computer network security, the escalating use of computer networks and the
corresponding increase in cyberattacks have propelled Intrusion Detection Systems (IDSs) …

Attack detection using evolutionary computation

M Stehlik, V Matyas, A Stetsko - Computational Intelligence in Wireless …, 2017 - Springer
Wireless sensor networks (WSNs) are often deployed in open and potentially hostile
environments. An attacker can easily capture the sensor nodes or replace them with …

Intrusion detection via optimal tuned LSTM model with trust and risk level evaluation

RB Kagade, N Vijayaraj - International Journal of Bio …, 2024 - inderscienceonline.com
Different heterogeneous wireless sensor networks (WSNs) linked with the cloud platform
make up a sensor cloud framework. The optimal cluster head (CH) is chosen from among …

Integrating software engineering processes in the development of efficient intrusion detection systems in wireless sensor networks

I Almomani, A Alromi - Sensors, 2020 - mdpi.com
Applying Software Engineering (SE) processes is vital to critical and complex systems
including security and networking systems. Nowadays, Wireless Sensor Networks (WSNs) …

A deep reinforcement learning based intrusion detection system (drl-ids) for securing wireless sensor networks and internet of things

H Benaddi, K Ibrahimi, A Benslimane… - Wireless Internet: 12th EAI …, 2020 - Springer
Many modern infrastructures incorporate a number of sensors and actuators interconnected
via wireless links using Wireless Sensor Network (WSN) and Internet of Things (IoT) …

Development and Validation of a Cyber-Physical System Leveraging EFDPN for Enhanced WSN-IoT Network Security

S Krishnasamy, MB Alotaibi, LI Alehaideb, Q Abbas - Sensors, 2023 - mdpi.com
In the current digital era, Wireless Sensor Networks (WSNs) and the Internet of Things (IoT)
are evolving, transforming human experiences by creating an interconnected environment …

[PDF][PDF] Evaluation of machine learning algorithms for intrusion detection system in WSN

MS Alsahli, MM Almasri, M Al-Akhras… - … Journal of Advanced …, 2021 - researchgate.net
Technology has revolutionized into connecting “things” together with the rebirth of the global
network called Internet of Things (IoT). This is achieved through Wireless Sensor Network …

[图书][B] SCADA Security: Machine Learning Concepts for Intrusion Detection and Prevention

A Almalawi, Z Tari, A Fahad, X Yi - 2020 - books.google.com
Examines the design and use of Intrusion Detection Systems (IDS) to secure Supervisory
Control and Data Acquisition (SCADA) systems Cyber-attacks on SCADA systems the …

An ensemble-based machine learning approach for cyber-attacks detection in wireless sensor networks

S Ismail, Z El Mrabet, H Reza - Applied Sciences, 2022 - mdpi.com
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 …