Data security assurance is crucial due to the increasing prevalence of cloud computing and its widespread use across different industries,especially in light of the growing number of cybersecurity threats.A major and ...
详细信息
Data security assurance is crucial due to the increasing prevalence of cloud computing and its widespread use across different industries,especially in light of the growing number of cybersecurity threats.A major and everpresent threat is Ransomware-as-a-Service(RaaS)assaults,which enable even individuals with minimal technical knowledge to conduct ransomware *** study provides a new approach for RaaS attack detection which uses an ensemble of deep learning *** this purpose,the network intrusion detection dataset“UNSWNB15”from the Intelligent Security Group of the University of New South Wales,Australia is *** the initial phase,the rectified linear unit-,scaled exponential linear unit-,and exponential linear unit-based three separate Multi-Layer Perceptron(MLP)models are ***,using the combined predictive power of these three MLPs,the RansoDetect Fusion ensemble model is introduced in the suggested *** proposed ensemble technique outperforms previous studieswith impressive performance metrics results,including 98.79%accuracy and recall,98.85%precision,and 98.80%*** empirical results of this study validate the ensemble model’s ability to improve cybersecurity defenses by showing that it outperforms individual *** expanding the field of cybersecurity strategy,this research highlights the significance of combined deep learning models in strengthening intrusion detection systems against sophisticated cyber threats.
This study explores the application of quaternion neural networks (QNNs) in control systems, specifically focusing on optimal predictive control. The approach introduces a model predictive control method for achieving...
详细信息
This study focused on enhancing the use of Bayesian networks (BN) in activity-based models (ABM) for transportation by integrating domain-specific knowledge and stabilizing structure learning. An object-oriented Bayes...
详细信息
Predicting student performance stands as a critical task to comprehensively assess their academic achievements, whether they classified as the category of good, sufficient, or bad. The outcome of a student's final...
详细信息
Accurate evaluation of the aerosol decontamination effect in pool scrubbing is important for countermeasures against severe accident (SA) in nuclear power plants. Pool scrubbing is a method to prevent the release of F...
详细信息
This paper proposes an accurate and efficient method to calculate probability distributions of pulse-shaped complex signals. We showthat the distribution over the in-phase and quadrature-phase (I/Q) complex plane is o...
详细信息
Positive human-perception of robots is critical to achieving sustained use of robots in shared environments. One key factor affecting human-perception of robots are their sounds, especially the consequential sounds wh...
详细信息
The study examines how artificial intelligence (AI) affects informationsystems (IS) decision-making, emphasizing how AI improves precision, speed, and flexibility in a range of industries. AI presents potential and p...
详细信息
This study aims to investigate and propose solutions to traffic information extraction used for state estimation based on traffic data collected from crowd-source. Concretely, a framework to traffic data collection su...
详细信息
Aerial base stations (ABSs), i.e., unmanned aerial vehicle-mounted base stations, have emerged as an essential technology to expand the coverage and capacity in next-generation wireless networks. Determining the optim...
详细信息
暂无评论