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Deanonymization Heuristics for Cryptocurrencies
Anton, Matyáš ; Grégr, Matěj (referee) ; Veselý, Vladimír (advisor)
The cryptocurrencies are growing more and more popular, both due to their independency on institutions and the feeling of anonymity they provide. This is, however, also accompanied by an increasing number of their abuse for criminal activities. This thesis explores the principles of current cryptocurrencies as well as techniques used for increasing anonymity of their usage. Based on the findings, it proposes a solution attemping to deanonymise activity in select cryptocurrencies.
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Cryptocurrency Wallets
Mařík, Tomáš ; Budík, Jan (referee) ; Luhan, Jan (advisor)
The aim of the thesis is to assess investment and technological potential cryptocurrencies on the basis of their technical, economic and legal analysis. The work deals cryptocurrencies, analysis and wallet selection.
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Algorithmics to Support Decision-making in Financial Markets
Kvapil, Juraj ; Budík, Jan (referee) ; Dostál, Petr (advisor)
The diploma thesis is focused on area of algorithmic trading. The main focus in this thesis is aimed towards algorithmic solution to arbitrage trading scheme. This system can be categorized as a high frequency trading system that can trade almost risk free in case that ideal technical conditions are met. Model in this thesis is backtested on cryptocurrency Bitcoin, the reason for that is balance between asset liquidity and amount of opportunities that occur on markets for this trading model. System can be used as well on other instruments that have similar characteristics. The main use case for this tool is to provide real time information for trader about occurring opportunities. Used software core has also ability to place automated trading orders based on results of analysis.
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Risk Analysis of Selected Cryptocurrencies in Personal Finance
Strouhal, Tomáš ; Stroukal,, Dominik (referee) ; Karpíšek, Zdeněk (advisor)
This diploma thesis deals with cryptocurrency’s risk regarding other investment opportunities, such as funds. The aim of the work is to present a simple indicator of risk and reward in order to place cryptocurrencies in the context of other investments. First, selected cryptocurrencies are described, then their characteristics are compared with the funds. Synthetic risk and reward indicator is used as a tool to compare risk and reward of cryptocurrencies with the funds. This indicator is modified to match the cryptocurrency’s characteristics and still have a narrative value. After this modification, it is used to calculate the risk and reward of the S&P 500, Allianz Global Artificial Intelligence, Binance Coin, Bitcoin, Cardano, Ethereum, Solana, Tether, USD Coin and XRP. The results show that the original range of the indicator is insufficient given the higher volatility of cryptocurrencies, which it is unable to reflect. Conversely, the adjusted indicator is already very good at calculating with higher volatility in cryptocurrencies and assigning them to a higher risk class.
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Analysis of Bitcoin Virtual Currency and Prediction Model
Okruhľanský, Lukáš ; Koch, Miloš (referee) ; Budík, Jan (advisor)
The subject of my bachelor's thesis is the analysis of Bitcoin virtual currency. Teoretical part of my thesis is about how bitcoin essentialy works, how it is technicaly implemented, safety issues, legal point of view. Applied part is dedicated to teoretical explanation of technical, fundamental and pychological analysis. In applied part I also analyse exchange prices of bitcoin from its creation until present day by using technical, fundamental and pychological analysis. Last part of my bachelor's thesis is making a prediction model based on fundamental and technical analysis.
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Algorithmization for decision support
Magda, Michal ; Budík, Jan (referee) ; Dostál, Petr (advisor)
The aim of this bachelor thesis is a strategy creation for bitcoin towards dollar (BTC/USD) on the MetaTrader5 (MT5) platform by utilizing programming language MQL5. The basis of the analysis is to import data from crypto-exchange into the MT5 platform, to program a special strategy based on technical indicators and to backtest the performance efficiency on the historical growth of the bitcoin value. Created solution provides a trading robot with simple access to the crucial parameters modification. Primal finding is the ability to predict the future value of bitcoin, evaluation and comparsion between the revenue and risk.
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Forensic Analysis of Cryptocurrency Mining Servers
Kelečéni, Jakub ; Grégr, Matěj (referee) ; Veselý, Vladimír (advisor)
This thesis focuses on the mining of cryptocurrency with emphasis on analysis of communication between miner and server. It describes basic principles of cryptocurrencies, mining and employed communication protocols. The next part of thesis is about design and implement modification of existing system (catalogue). This modification will add temporality to the catalog, what increase reliability of stored metadata. Description, functionality and purpose of existing system is included in the next text.
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Algorithmization for decision support
Kvapil, Juraj ; Budík, Jan (referee) ; Dostál, Petr (advisor)
The bachelor thesis is focused on area of algoritmic trading. The main focus in this thesis is aimed towards algorytmic solution to technical analysis on cryptocurrencies such as Bitcoin as well as on other instruments, for example currency pair EUR/USD. You will be presented with my method to maximize productivity and make trading efortless. My solution is based on real time runnig software, that is capable of detecting predetermined patterns in price charts. Software has also ability to place automated trading orders based on results of analisys.
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