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Wi-Fi Communication Anomaly Detection
Lička, Zbyněk ; Homoliak, Ivan (referee) ; Očenášek, Pavel (advisor)
This thesis deals with anomaly detection in communication using the IEEE 802.11 technology (Wi-Fi) at the data link layer of OSI. The neural network method, specifically LSTM recurrent neural network, has been chosen for anomaly detection purposes. Initially, the focus area and motivation for anomaly detection in a computer network environment is described. Then, various methods for anomaly detection in computer networking are described. Thesis continues with analysis of the requirements for the system and a draft of the final system, including the chosen method, continuing with implementation of the system and model. Testing and evaluation of results takes place before the theses' conclusion.
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Wireless Fidelity Networks
Gurka, David ; Boráň, Tomáš (referee) ; Koch, Miloš (advisor)
In the bachelor’s thesis I solve the problems of wireless networks. This theme includes all information about the main terms in wireless networks, amplification of questions about network security and proposal of solution with complications in creation of this network. I will take a look on usage of wireless technology in a company network, to see possible risk origins. I will try to propose and choose optimal usage policy of wireless network.
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Wi-Fi Communication Anomaly Detection
Lička, Zbyněk ; Homoliak, Ivan (referee) ; Očenášek, Pavel (advisor)
This thesis deals with anomaly detection in communication using the IEEE 802.11 technology (Wi-Fi) at the data link layer of OSI. The neural network method, specifically LSTM recurrent neural network, has been chosen for anomaly detection purposes. Initially, the focus area and motivation for anomaly detection in a computer network environment is described. Then, various methods for anomaly detection in computer networking are described. Thesis continues with analysis of the requirements for the system and a draft of the final system, including the chosen method, continuing with implementation of the system and model. Testing and evaluation of results takes place before the theses' conclusion.
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Wireless Fidelity Networks
Gurka, David ; Boráň, Tomáš (referee) ; Koch, Miloš (advisor)
In the bachelor’s thesis I solve the problems of wireless networks. This theme includes all information about the main terms in wireless networks, amplification of questions about network security and proposal of solution with complications in creation of this network. I will take a look on usage of wireless technology in a company network, to see possible risk origins. I will try to propose and choose optimal usage policy of wireless network.
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