ResNet50-1D-CNN: A new lightweight resNet50-One-dimensional convolution neural network transfer learning-based approach for improved intrusion detection in …
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 …
water treatment facilities, gas stations, air conditioning components, and smart grids, which …
Detecting Unbalanced Network Traffic Intrusions with Deep Learning
S Pavithra, KV Vikas - IEEE Access, 2024 - ieeexplore.ieee.org
The growth of cyber threats demands a robust and adaptive intrusion detection system (IDS)
capable of effectively recognizing malicious activities from network traffic. However, the …
capable of effectively recognizing malicious activities from network traffic. However, the …
Constructing small sample datasets with game mixed sampling and improved genetic algorithm
B Zhu, H Wang, M Fan - The Journal of Supercomputing, 2024 - Springer
The issue of categorizing imbalanced data is becoming increasingly prevalent. While
existing methodologies have demonstrated notable advancements in handling imbalanced …
existing methodologies have demonstrated notable advancements in handling imbalanced …
[PDF][PDF] Intrusion Detection System for Smart Industrial Environments with Ensemble Feature Selection and Deep Convolutional Neural Networks
Smart Industrial environments use the Industrial Internet of Things (IIoT) for their routine
operations and transform their industrial operations with intelligent and driven approaches …
operations and transform their industrial operations with intelligent and driven approaches …