A Dependable Hybrid Machine Learning Model for Network Intrusion Detection

no code implementations • 8 Dec 2022 • Md. Alamin Talukder, Khondokar Fida Hasan, Md. Manowarul Islam, Md Ashraf Uddin, Arnisha Akhter, Mohammad Abu Yousuf, Fares Alharbi, Mohammad Ali Moni

Network intrusion detection systems (NIDSs) play an important role in computer network security.

feature selection Network Intrusion Detection

Image denoising and restoration with CNN-LSTM Encoder Decoder with Direct Attention

no code implementations • 16 Jan 2018 • Kazi Nazmul Haque, Mohammad Abu Yousuf, Rajib Rana

In the proposed model, the encoder reads an image and catches the abstraction of that image in a vector, where decoder takes that vector as well as the corrupted image to reconstruct a clean image.

Image Denoising