Author

Chindra Saputra

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Open access Oct 2026

An Effective IoT Attack Detection System With A Symmetrical Uncertainty Factor and Random Forest

The rapid expansion of the Internet of Things (IoT) ecosystem has exposed critical security flaws, primarily because the high-dimensional, heavily imbalanced characteristics of IoT network traffic severely compromise existing intrusion detection systems (IDSs). A major limitation in current research is the decoupling o...

Kurniabudi Kurniabudi, Chindra Saputra, J. Susilo · Kinetik · 0 citations

Open access Aug 2026

Indonesian Hate Speech Detection: A Cross-Validated Benchmark of Machine Learning and Pre-trained Transformer Models with Statistical Significance Analysis

Automated hate speech detection in Indonesian social media remains a persistent challenge due to dataset fragmentation, heterogeneous annotation schemes, and the lack of reproducible cross-model benchmarks with formal statistical validation. This study presents a cross-validated benchmark that systematically evaluates...

Dodo Zaenal Abidin, Agus Siswanto, Chindra Saputra et al. · Jurnal Teknik Informatika (J... · 0 citations

Open access Jul 2026

Social Feature Integration for Entertainment Hoax Detection: Machine Learning and DistilBERT-Fusion

It is highlighted that for short-text entertainment news under the conditions examined in this study, boosting models enriched with social signals can outperform transformer-based approaches and incorporate social features consistently improves classical models.

Dodo Zaenal Abidin, Agus Siswanto, Chindra Saputra et al. · Jurnal RESTI (Rekayasa Siste... · 0 citations