[HTML][HTML] Adversarial attack detection framework based on optimized weighted conditional stepwise adversarial network

K Barik, S Misra, L Fernandez-Sanz - International Journal of Information …, 2024 - Springer
Abstract Artificial Intelligence (AI)-based IDS systems are susceptible to adversarial attacks
and face challenges such as complex evaluation methods, elevated false positive rates …

Modified Genetic Algorithm and Fine-Tuned Long Short-Term Memory Network for Intrusion Detection in the Internet of Things Networks with Edge Capabilities

YK Saheed, OH Abdulganiyu, TA Tchakoucht - Applied Soft Computing, 2024 - Elsevier
The emergence of smart cities is an example of how new technologies, such as the Internet
of Things (IoT), have facilitated the creation of extensive interconnected and intelligent …

ResNet50-1D-CNN: A new lightweight resNet50-One-dimensional convolution neural network transfer learning-based approach for improved intrusion detection in …

YK Saheed, OH Abdulganiyu, KU Majikumna… - International Journal of …, 2024 - Elsevier
The cyber-physical system (CPS) plays a crucial role in supporting critical infrastructure like
water treatment facilities, gas stations, air conditioning components, and smart grids, which …

Robust intrusion detection for network communication on the Internet of Things: a hybrid machine learning approach

N Soltani, AM Rahmani, M Bohlouli, M Hosseinzadeh - Cluster Computing, 2024 - Springer
The importance and growth of the Internet of Things (IoT) in computer networks and
applications have been increasing. Additionally, many of these applications generate large …