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Arwa Aldweesh
Researcher at King Saud University
Publications - 2
Citations - 325
Arwa Aldweesh is an academic researcher from King Saud University. The author has contributed to research in topics: Deep learning & Intrusion detection system. The author has an hindex of 2, co-authored 2 publications receiving 124 citations.
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Journal ArticleDOI
Deep learning approaches for anomaly-based intrusion detection systems: A survey, taxonomy, and open issues
TL;DR: This survey discusses the role of deep learning in intrusion detection, the impact of intrusion detection datasets, and the efficiency and effectiveness of the proposed approaches, and provides a novel fine-grained taxonomy that categorizes the current state-of-the-art deep learning-based IDSs with respect to different facets.
Journal ArticleDOI
Intrusion Detection System for Internet of Things Based on Temporal Convolution Neural Network and Efficient Feature Engineering
TL;DR: Temporal Convolution Neural Network (TCNN) as discussed by the authors is a deep learning framework for intrusion detection systems in IoT, which combines CNN with synthetic minority oversampling technique-nominal continuous (SMOTE-NC) to handle unbalanced dataset.