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Titlebook: Good Practices and New Perspectives in Information Systems and Technologies; WorldCIST 2024, Volu Álvaro Rocha,Hojjat Adeli,Aneta Poniszews

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Machine Learning under Malware Attackhods and tools, highlighting the potential of transformer models in this domain. The method can be implemented in various areas, such as emotional research or mental health monitoring, creating a much richer and complete user profile.
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Framework for Real-Time Predictive Maintenance Supported by Big Data Technologiesstem tailored for the request. By leveraging advanced data analysis methods, we reveal hidden patterns and insights valuable for researchers across various disciplines. The experiments were performed with the NASA turbofan jet engine dataset, which includes run-to-failure simulated data from turbo fan jet engines.
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Xiaochun Wang,Xiali Wang,Don Mitchell Wilkesof ransomware. As a conclusion, we propose a construction model for enhancing cyber situation awareness using honeypots during various stages of a ransomware attack. Additionally, the analysed results are explained with identified future research topics.
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Two-machine and three-machine problems,l investigations based on data collected from IoT environments. The experimental evaluation not only showcases the potential enhancement of Digital Forensics through the utilization of IoT data but also serves to emphasize the effectiveness of machine learning-based approaches in these environments.
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