A Deep Learning Approach to Anomaly Detection in High-Frequency Trading Data

Qiuliuyang Bao, Jiawei Wang, Hao Gong +3

This paper proposes an algorithm based on a staged sliding window Transformer architecture to detect abnormal behaviors in the microstructure of the foreign exchange market, focusi…