A New Flow-Based Approach for Enhancing Botnet Detection Efficiency Using Convolutional Neural Networks and Long Short-Term Memory

A New Flow-Based Approach for Enhancing Botnet Detection Efficiency Using Convolutional Neural Networks and Long Short-Term Memory

<p dir="ltr">Despite the growing research and development of botnet detection tools, an ever-increasing spread of botnets and their victims is being witnessed. Due to the frequent adaptation of botnets to evolving responses offered by host-based and network-based detection mechanisms...

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Bibliographic Details
Main Author: Mehdi Asadi (12566741) (author)
Other Authors: Arash Heidari (6845390) (author), Nima Jafari Navimipour (22467562) (author)
Published: 2025
Subjects:
Information and computing sciences
Artificial intelligence
Cybersecurity and privacy
Data management and data science
Machine learning
Botnet detection
Deep learning
Long short-term memory
Convolutional neural network
Adversarial attacks
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