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Marissa Angelina Santoso

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Conference Aug 2026

Enhancing IDS Robustness through Adaptive Statistical Feature Selection with Kneedle-Driven Thresholding

The rapid advancement of Internet of Things (IoT) ecosystems demands an Intrusion Detection System (IDS) architecture evolution to maintain a secure network. Statistical filters such as Chi-Square, ANOVA, and Pearson Correlation have worked well, but they usually rely on fixed thresholds, which do not work well across...

Marissa Angelina Santoso, M. Lim, Nicholas Kenny Hendrawan et al. · 0 citations

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