Cryptocurrency Pump and Dump Prediction via Deep Learning

Here we have trained a model to predict whether the real-time event of a selected asset in Binance exchange is a Pump event or not.

Further we have developed a dashboard in which users can find out real-time pump scenarios, probability of that scenario happening, and the price changes of the recent days of that selected asset.

We referred several research papers.

1. "Crypto Pump and Dump Detection via Deep Learning Techniques" by Viswanath Chadalapaka, Kyle Chang, Gireesh Mahajan, and Anuj Vasil.
2. "Pump and Dumps in the Bitcoin Era: Real Time Detection of Cryptocurrency Market Manipulations" by Massimo La Morgia, Alessandro Mei, Francesco Sassi, Julinda Stefa.
3. "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" by Jiehui Xu, Haixu Wu, Jianmin Wang, Mingsheng Long.

You can visit the website we created, using this link.