J Cui, L Zong, J Xie, M Tang - Applied Intelligence, 2023 - Springer
The high dimension, complexity, and imbalance of network data are hot issues in the field of intrusion detection. Nowadays, intrusion detection systems face some challenges in …
D Torre, F Mesadieu, A Chennamaneni - Empirical Software Engineering, 2023 - Springer
Context Recent years have seen a lot of attention into Deep Learning (DL) techniques used to detect cybersecurity attacks. DL techniques can swiftly analyze massive datasets, and …
The application of cloud computing has increased tremendously in both public and private organizations. However, attacks on cloud computing pose a serious threat to confidentiality …
This paper proposes an AI-powered intrusion detection method that improves intrusion detection performance by increasing the quality of the training set and employing numerous …
Z Noor, S Hina, F Hayat, GA Shah - Internet of Things, 2023 - Elsevier
Smart cities, businesses, workplaces, and even residences have all been converged by the Internet of Things (IoT). The types and characteristics of these devices vary depending on …
L Tao, M Xueqiang - IEEE Access, 2023 - ieeexplore.ieee.org
Aiming at the problem that Sparrow Search Algorithm (SSA) may fall into local optima and have slow convergence speed, a hybrid strategy improved sparrow search algorithm …
U Ahmed, Z Jiangbin, A Almogren, S Khan… - Journal of Cloud …, 2024 - Springer
Cybersecurity threats have become more worldly, demanding advanced detection mechanisms with the exponential growth in digital data and network services. Intrusion …
T Yang, JC Chen, H Deng, B He - Knowledge-Based Systems, 2024 - Elsevier
With the rapid development of the IoT (Internet of Things), the network data present the characteristics of large volume and high dimension. Convolutional neural networks (CNNs) …
D Attique, H Wang, P Wang - Sensors, 2022 - mdpi.com
The Internet of Things (IoT) is a prominent and advanced network communication technology that has familiarized the world with smart industries. The conveniently acquirable …