A weaponized ML model can only be fought with ML and behavioral analytics on both transactional and non-transactional data. As a pioneer in Machine Learning and Behavioral Analytics for Fraud Detection, Guardian Analytics continuously enhances its multi-channel fraud detection model algorithms to fight conventional and weaponized ML fraud schemes.
Micro-structuring is a structuring scheme that is difficult for traditional AML rule-based systems to detect. Guardian Analytics AML solutions brings powerful new capabilities to detect and aid in the investigation of these complex money laundering schemes. Guardian Analytics AML solutions provides configurable KYC forms to prevent micro-structuring at the start, region-specific micro-structuring detection through flexible Smart Rules, and a Multi-channel Graph Link Analysis to detect the hidden relationship and movement of funds.
Brute-force attacks on a financial institution’s digital banking’s infrastructure can impact a significant number of customers and damage a financial institution’s reputation. Guardian Analytics can help.
One of the many ways that Guardian Analytics machine learning helps financial institutions combat fraud is by monitoring digital banking activity.
While you enjoy the holidays with family and friends, be cautious and follow the following rule of thumb: “If it’s too good to be true, it probably is.” We've compiled a list of fraud schemes that tend to increase in popularity during the Holiday Season.