Web Scraping Illicit Bitcoin Addresses

Abstract

Recent years saw the birth of cryptocurrencies, and among them is Bitcoin. The platform it offers allows people to move money without needing a middleman or revealing their true identity. All very good things that are aimed at fostering financial independence and privacy, but this also allows for bad stuff like fraud, money laundering, and aiding illegal practices. The problem arises when you consider how hard it is to scrutinize Bitcoin transactions. This is made even more difficult when trying to track illicit activities. That’s what makes even the mention of fraud put a frown on law enforcement officers’ faces. Our solution? Utilizing web scraping we set out on a data collection expedition across the Bitcoin blockchain. Our goal was simple: track down Bitcoin addresses associated with illicit activities. It may seem like an easy task but in reality, major roadblocks led us astray. Those who make use of their anonymity know exactly what they’re doing and often cover their tracks very well. But after countless hours of scouring online platforms, marketplaces, forums, and other places we managed to find a network of illicit Bitcoin addresses involved in fraudulent transactions and money laundering schemes. Moreover, the study delves into the ethical aspects of gathering publicly accessible data from blockchain technology. It explores the regulations governing web scraping and the moral considerations related to privacy and data collection in the realm of cryptocurrencies. By shedding light on the ethical principles that guide web scraping endeavors this research emphasizes the need for an approach that respects privacy rights while enabling effective identification and monitoring of illicit cryptocurrency activities. The findings of this investigation not reveal aspects of cryptocurrency transactions but also propose a robust methodology. This methodology can be utilized by stakeholders, including bodies, law enforcement agencies and the wider cryptocurrency community. It will aid in monitoring, regulating and fostering a lawful ecosystem, for cryptocurrencies. Our research emphasizes the need for an effort to establish a set of regulations that not only discourages illegal activities but also promotes the integration of cryptocurrencies into the mainstream financial sector.