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Author

Sifat Rahman Ahona

2 papers indexed here

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Open access Sep 2026

Intrusion detection in evolving internet of things environments using decentralized data systems

Growing internet of things (IoT) deployments have widened the attack surface for cyber threats that static, signature-dependent intrusion detection systems (IDSs) struggle to counter, particularly against previously unseen attack variants. This research introduces a hybrid IDS framework built on a stacking ensemble of...

Zobayer Alam, Arnab Bishakh Sarker, Jariatun Islam et al. · 0 citations
Review Open access 2026

Context-Aware Sentiment Analysis of E-Commerce Reviews Using a BERT-CNN-BiLSTM Hybrid Model

The findings demonstrate that combining contextual transformer representations with local convolutional features and bidirectional sequential modeling can improve class-balanced sentiment classification in aspect-expanded e-commerce review data.

Mahmud Reza Mahim, Fahad Bin Z Islam, Mustofa Mahmud et al. · 0 citations

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