+2 MM articles scientifics and academics

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IDSX-Attention: Intrusion detection system (IDS) based hybrid MADE-SDAE and LSTM-Attention mechanism

(1) Hanafi Hanafi (Universitas Amikom Yogyakarta, Indonesia) (2) Andri Pranolo (Universitas Ahmad Dahlan, Indonesia) (3) Yingchi Mao (Hohai University, China) (4) Taqwa Hariguna (Department Information System, Universitas Amikom Purwokerto, Indonesia) (5) Leonel Hernandez (Institución Universitaria de Barranquilla, Colombia) (6) Nanang Fitriana Kurniawan (Institut Teknologi Tangerang Selatan, Indonesia)

An Intrusion Detection System (IDS) is essential for automatically monitoring cyber-attack activity. Adopting machine learning to develop automatic cyber attack detection has become an important research topic in the last decade. Deep learning is a popula... see more

IDS | Cyber security | Attention mechanism | SDAE | LSTM

International Journal of Advances in Intelligent Informatics , 2023

Free Access

IDSX-Attention: Intrusion detection system (IDS) based hybrid MADE-SDAE and LSTM-Attention mechanism

IDS | Cyber security | Attention mechanism | SDAE | LSTM

IJAIN (International Journal of Advances in Intelligent Informatics) , 2023

Free Access

Deep Learning with Stacked Denoising Auto-Encoder for Short-Term Electric Load Forecasting

Accurate short-term electric load forecasting is significant for the smart grid. It can reduce electric power consumption and ensure the balance between power supply and demand. In this paper, the Stacked Denoising Auto-Encoder (SDAE) is adopted for short... see more

short-term load forecasting | deep learning | stacked denoising auto-encoder neural network

Energies , 2019

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