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cs.LG2024
PCA-Featured Transformer for Jamming Detection in 5G UAV Networks
Joseanne Viana, Hamed Farkhari, Pedro Sebastiao +1
Unmanned Aerial Vehicles (UAVs) face significant security risks from jamming attacks, which can compromise network functionality. Traditional detection methods often fall short whe…
cs.LG2021
New PCA-based Category Encoder for Cybersecurity and Processing Data in IoT Devices
Hamed Farkhari, Joseanne Viana, Luis Miguel Campos +2
Increasing the cardinality of categorical variables might decrease the overall performance of machine learning (ML) algorithms. This paper presents a novel computational preprocess…