A. B. Siddique

A deep learning approach for intrusion detection in Internet of Things using focal loss function

Ayesha S. Dina, A. B. Siddique, D. Manivannan · Internet of Things · 2023 · 131 citations

Iot Data Analytics, Engineering, Machine Learning +9

Effect of Balancing Data Using Synthetic Data on the Performance of Machine Learning Classifiers for Intrusion Detection in Computer Networks

Ayesha Siddiqua Dina, A. B. Siddique, D. Manivannan · IEEE Access · 2022 · 86 citations · Full text

Engineering, Machine Learning, Information Security +22

Linguistically-Enriched and Context-AwareZero-shot Slot Filling

A. B. Siddique, Fuad Jamour, Vagelis Hristidis · 2021 · 27 citations · Full text

Llm Fine-tuning, Engineering, Slot Filling +17

Generalized Zero-shot Intent Detection via Commonsense Knowledge

A. B. Siddique, Fuad Jamour, Luxun Xu et al. · 2021 · 23 citations · Full text

Beast

Ahmed Eldawy, Vagelis Hristidis, Saheli Ghosh et al. · 2021 · 22 citations · Full text

Data Modeling, Open-source Beast System, Engineering +11