Encrypted SIKURPhone Protects Data And Cryptocurrency
While pump-and-dump schemes have attracted the focus of cryptocurrency observers and regulators alike, this paper represents the 1st detailed empirical query of pump-and-dump activities in cryptocurrency markets. The study offers a proof of concept for strategic crypto-trading and sheds light on the application of machine studying for crime detection. The model exhibits high precision as effectively as robustness, and can be utilized to develop a uncomplicated, yet quite productive trading approach, which we empirically demonstrate can create a return as high as 60% on compact retail investments within a span of two and half months. We then build a model that predicts the pump likelihood of all coins listed in a crypto-exchange prior to a pump. We present a case study of a recent pump-and-dump occasion, investigate 412 pump-and-dump activities organized in Telegram channels from June 17, 2018 to February 26, 2019, and find out patterns in crypto-markets associated with pump-and-dump schemes.
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