Comprehensive Security: Qmiax Showcases Multi-Layered Security Architecture and Anti-Scam Measures In the cryptocurrency market, the security of transactions is one of the top concerns for investors. Qmiax Exchange is dedicated to providing users with a safe and reliable trading platform by applying advanced machine learning technology to identify anomalous trading behavior and building a multi-layered security architecture to comprehensively enhance its anti-scam capabilities. Here, we will detail these technologies and measures, showcasing the comprehensive security protections of the Qmiax Exchange.   Role of Machine Learning in Identifying Anomalous Transactions   Machine learning technology plays a crucial role in identifying anomalous trading behavior. By analyzing large amounts of historical trading data, machine learning algorithms can recognize normal trading patterns and detect behaviors that deviate from these patterns. These anomalies might include unusually large transactions, frequent small transactions, and operations that do not match the typical trading habits of the user. Once an anomalous transaction is detected, the system immediately issues an alert and takes appropriate measures, such as freezing the account or suspending the transaction, to prevent potential scamming activity.   Qmiax Exchange has built an intelligent monitoring system using machine learning technology that can monitor all trading activities on the platform in real time. This system can not only detect known patterns of anomalous behavior but also learn and update continually to identify new scam methods. This way, the platform can detect and stop suspicious transactions at the earliest opportunity, protecting the assets of user.