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Author

M. Prakya

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Conference Jul 2026

Explainable AI-based Real-Time Anomaly Detection in Server Logs using Isolation Forest and XGBoost

The current state of IT infrastructure creates a huge volume of logs, which cannot be effectively monitored manually nor detected by rule-based methods due to rapidly changing cyber threats. Therefore, this paper presents a solution based on explainable AI approaches that focuses on detecting anomalies in server logs u...

D. P. Kumar, M. Prakya, G. Harshit et al. · 0 citations

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