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Hasil Pencarian

Ditemukan 3 dokumen yang sesuai dengan query
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Muhammad Wafiyulloh
Rancang Bangun Algoritma Machine Learning Menggunakan Arsitektur Autoencoder Untuk Reduksi Dimensi Serta Pengaruhnya Terhadap Performa Deteksi Intrusion Detection System (IDS) = Development of Machine Learning Algorithm Using Autoencoder Architecture for Dimensionality Reduction and Its Impact on Intrusion Detection System (IDS) Performance
" Serangan jaringan semakin beragam seiring berkembangnya internet. Dalam menghadapi serangan-serangan tersebut, diperlukan juga pengembangan sistem keamanan internet terhadap pengguna salah satunya adalah IDS. Intrusion detection system (IDS) merupakan sistem keamanan dalam mengawasi aktivitas jaringan yang berbahaya bagi pengguna. Metode yang umum digunakan yaitu signature-based IDS. Signature-based IDS menggunakan daftar serangan siber yang diketahui dalam menentukan jaringan berbahaya atau normal. Akan tetapi, IDS hanya mengetahui serangan yang diketahui saja dan membutuhkan input secara manual untuk mengubah daftar serangan sehingga tidak efektif dalam mengatasi serangan ... "
Depok: Fakultas Teknik Universitas Indonesia, 2023
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UI - Skripsi Membership  Universitas Indonesia Library
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Linking and mining heterogeneous and multi-view data
" This book highlights research in linking and mining data from across varied data sources. The authors focus on recent advances in this burgeoning field of multi-source data fusion, with an emphasis on exploratory and unsupervised data analysis, an area of increasing significance with the pace of growth of data vastly outpacing any chance of labeling them manually. The book looks at the underlying algorithms and technologies that facilitate the area within big data analytics, it ... "
Switzerland: Springer Nature, 2019
e20509159
eBooks  Universitas Indonesia Library
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Testa, Matteo
Compressed sensing for privacy-preserving data processing
" The objective of this book is to provide the reader with a comprehensive survey of the topic compressed sensing in information retrieval and signal detection with privacy preserving functionality without compromising the performance of the embedding in terms of accuracy or computational efficiency. The reader is guided in exploring the topic by first establishing a shared knowledge about compressed sensing and how it is used nowadays. Then, clear models and definitions for its use as ... "
Singapore: Springer Singapore, 2019
e20502523
eBooks  Universitas Indonesia Library