![]() Establishing individual ownership over payment instruments.Īll signals that we collect are an approximation of one of these fundamental properties, and when we’re looking for new signals, we cross-reference them against this list.Identifying a returning human - that is, detecting the same human we have seen on our app previously.Identifying automation or non-human traffic. ![]() We focused our efforts on identifying three fundamental properties: Our overall goal is to prevent account takeover, stop scripts and automated apps from accessing our servers, and minimize financial loss due to fraud. Key contributors include Sam King, Will Megson, Steven Liu, Mike Ross, Ryan Choi, Ryan McGowan, Glen Robertson, Adam Wushensky, Donald Chen, Helen Lau, and Siwei Shen. This medium post is on joint work from the Fraud and Identity teams Lyft.
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