A FKPCA-GWO WDBiLSTM classifier for intrusion detection system in cloud environments

TV Geetha, AJ Deepa - Knowledge-based systems, 2022 - Elsevier
Due to the expansion of Internet traffic and threats in the cloud environment, intrusion
detection is becoming more challenging. Attackers may try to exploit various application …

Stimulating trust cooperation in edge services: An evolutionary tripartite game

P Sun, S Shen, Z Wu, H Zhou, XZ Gao - Engineering Applications of …, 2022 - Elsevier
Network edge services have contributed to ordinary people's daily lives with numerous
conveniences but the accompanying problems, such as counterfeiting, the trust crisis and …

Achieving fairness across local and global models in federated learning

D Makhija, X Han, J Ghosh, Y Kim - arxiv preprint arxiv:2406.17102, 2024 - arxiv.org
Achieving fairness across diverse clients in Federated Learning (FL) remains a significant
challenge due to the heterogeneity of the data and the inaccessibility of sensitive attributes …

Cad-ids: a cooperative adaptive distributed intrusion detection system with fog computing

S Li, Y Lu, J Li - 2022 IEEE 25th International Conference on …, 2022 - ieeexplore.ieee.org
Nowadays, the IoT (internet of things) botnet has become a huge threat to network security.
In response to this threat, we present a cooperative adaptive network intrusion detection …

An optimized radial bias function neural network for intrusion detection of distributed denial of service attack in the cloud

M Varghese, M Victor Jose - Concurrency and Computation …, 2022 - Wiley Online Library
Cloud system is a set of resources meant to provide cloud customers with on‐demand
services. Accessibility to cloud environment is provided through internet services, making …

Fairness perception, trust perception, and relationship quality in agricultural supply chains

Y Sun, Z Zhu, H Yang - Journal of Food Quality, 2021 - Wiley Online Library
Suppliers are important members of the agricultural supply chain. Moreover, their behavior
decisions may affect the sustainable development of the agricultural supply chain …

[PDF][PDF] A novel intrusion detection system in cloud infrastructure using deep learning technique

DK Talapula, A Kumar… - Journal of …, 2023 - … .s3.ap-south-1.amazonaws.com
One of the business strategies for selling computer resources with services and technology
for better use of computing infrastructures is Cloud computing (CC). Nowadays, every IT …

Layer-based cooperation for intrusion detection in mobile cloud environment

AM Makhlouf, S Ghribi, F Zarai - International Journal of …, 2023 - inderscienceonline.com
Today, mobile cloud computing is very popular, because of its characteristics, where the
cloud computing offers services via the mobile networks. This makes it more attractive to …

[PDF][PDF] 12 Deep learning for proactive cooperative malware detection system

A Abusitta, OA Wahab, T Halabi - Edge Intelligence Workshop, 2020 - gerad.ca
The past few years have seen the ability of cooperative Malware Detection Systems (MDS)
to detect complex and unknown malware. In a cooperative setting, an MDS can consult other …

Dual stage ensemble technique for intrusion detection in cloud computing

P Neelakantan, N Sudhakar Yadav - Web Intelligence, 2023 - journals.sagepub.com
A capability of cloud-based IDS in identifying complicated and anonymous attacks is rising
in the current era. However, unwanted delays hinder the detection rate. A malicious user …