IoT BotScan: Ultra-Lightweight AI Defense Against Botnet Threats

IoT BotScan: Ultra-Lightweight AI Defense Against Botnet Threats

This research study examines the effectiveness of Deep Learning (DL) and Machine Learning (ML) algorithms in identifying BotNet attacks within network infrastructures. Various algorithms, including Random Forests (RF), Decision Trees (DT), Convolutional Neural Networks (CNN), and Long Short-Term Mem...

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Bibliographic Details
Main Authors: Sapna Sadhwani, Urvi Kavan Modi, Raja Muthalagu, Pranav M. Pawar, Alavikunhu Panthakkan, Wathiq Mansoor
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Attack classification
deep learning
Internet of Things
machine learning
prediction model
Online Access:https://ieeexplore.ieee.org/document/11016693/
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