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07/30/2023
Implementing Edge Based Object Detection For Microplastic Debris
Plastic has imbibed itself as an indispensable part of our day to day ac...
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06/27/2023
Classification and Explanation of Distributed Denial-of-Service (DDoS) Attack Detection using Machine Learning and Shapley Additive Explanation (SHAP) Methods
DDoS attacks involve overwhelming a target system with a large number of...
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04/07/2022
Autoencoder-based Unsupervised Intrusion Detection using Multi-Scale Convolutional Recurrent Networks
The massive growth of network traffic data leads to a large volume of da...
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03/30/2022
IGRF-RFE: A Hybrid Feature Selection Method for MLP-based Network Intrusion Detection on UNSW-NB15 Dataset
The effectiveness of machine learning models is significantly affected b...
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12/01/2021
A Few-Shot Meta-Learning based Siamese Neural Network using Entropy Features for Ransomware Classification
Ransomware defense solutions that can quickly detect and classify differ...
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10/31/2021
Intrusion Detection using Spatial-Temporal features based on Riemannian Manifold
Network traffic data is a combination of different data bytes packets un...
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10/26/2021