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Network intrusion detection using machine learning techniques
(Altınbaş Üniversitesi, 2018)
Recently, it has become important to use advanced intrusion detection techniques to protect networks from the developing network attacks, which are becoming more complex and difficult to detect. For this reason, machine ...
Improving the limitations in the capacity of fiber optics using modified nonlinear fourier transform
(Altınbaş Üniversitesi, Lisansüstü Eğitim Enstitüsü, 2020)
The central objective of this thesis is to suggest and develop one simple, unified method for
communication over optical fiber networks, valid for all values of dispersion and nonlinearity
parameters, and for a single-user ...
Modeling analysis and control of mixed source in the microgrid environment to development of ensemble machine learning platform for the energy management system
(Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2020)
Improvement of the power grid (PG) for energy system and solar charging is rectifiers remains
challenging. We propose an optimal design of smart microgrid for efficient functioning of the
energy management system. This ...
Intrusion detection and classification in internet of things networks using machine learning
(Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2020)
The aim of this thesis is to use develop and evaluate an intrusion detection and classification in
internet of things networks using machine learning. The growing adoption of Internet-of-Things
devices brings with it the ...