Advantages and challenges of AI systems in security
Abstract
In recent years, artificial intelligence (AI) has become a crucial component in optimizing and maintaining IT infrastructures.The implementation of predictive models based on historical data (logs, metric data) enables proactive issue detection, thereby reducing the number of unplanned downtimes and optimizing response times to technical issues.Simultaneously, AI models for energy optimization use consumption data to efficiently manage resources and reduce operational costs of the infrastructure.The use of advanced AI techniques, such as reinforcement learning algorithms, allows for dynamic adjustment of infrastructure operations to achieve energy savings
Fields of Study & Subjects
Network Security and Intrusion Detection
Internet of Things and AI
Artificial Intelligence Applications
Publication details
- Journal / source
- International Journal of Scientific and Research Publications
- Volume
- 16
- Issue
- 1
- Pages
- 125–129
- Publication date
- 24 January 2026
- Language
- EN