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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Denar Regata Akbi

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Open access Aug 2026

Comparative Analysis of Performance and Interpretability of XGBoost and TabNet Models in IDS Using XAI

Cyberattacks are becoming a more apparent danger to modern network traffic. Robust and transparent Intrusion Detection Systems (IDS) are increasingly needed to counter this massive wave. The emergence of Machine Learning (ML) and Deep Learning (DL) offers a huge advantage in detecting this wave with high precision; nev...

Ahmad Jauharul Ilmi, Denar Regata Akbi · 0 citations
Open access Aug 2026

SHAP and LIME Analysis on CNN-GRU Deep Learning Models for IoT Network Intrusion Detection

As digital devices evolve quickly and cyberattacks grow more diverse, the Internet of Things (IoT) ecosystem faces a much higher security risk than before. An AI-based security system is commonly used for post-attack mitigation. However, this approach has several issues, such as high computational load, data imbalance,...

Satria Purfie Purnama Putra, Denar Regata Akbi · 0 citations

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