Bitcoin, introduced in 2008 by Satoshi Nakamoto, is the first digital currency to use blockchain for secure transactions. Despite its popularity, challenges in detecting illegal or suspicious transactions arise due to lack of regulation and anonymity. This research employs the Isolation Forest algorithm to identify fraudulent Bitcoin transactions. Isolation Forest was chosen for its superiority…