A Two-Stage Game Model of Probabilistic Price Manipulation in Decentralized Exchanges

This repository contains all the data and code required to replicate the figures and tables from the paper “A Two-Stage Game Model of Probabilistic Price Manipulation in Decentralized Exchanges.” It includes the underlying datasets that capture both raw and pre-processed information used in the analysis, as well as Python scripts and notebooks that reproduce each empirical result, figure, and table presented in the paper. A comprehensive README file guides users step by step through the procedures required to run the scripts and generate all outputs. By following these instructions, anyone can replicate the paper’s core findings, including the two-stage game modeling framework, the parameters used for each simulation, and the resulting numerical and graphical outputs. If you have any questions or encounter any issues running the code, please feel free to contact the authors.