Market Manipulation

Market manipulation encompasses deceptive practices aiming to artificially inflate or deflate asset prices for profit. Current research focuses on detecting such manipulation across various domains, including stock markets, social media, and cryptocurrency exchanges, employing machine learning techniques like temporal convolutional networks and clustering algorithms to identify anomalous trading patterns and manipulative language. These efforts are crucial for maintaining fair and efficient markets, protecting investors, and informing the development of robust regulatory frameworks and AI systems resistant to manipulation.