Prevent account takeover, new account fraud, and MFA fatigue with PingOne Protect. By evaluating multiple attack vectors, assigning risk scores, and providing insights, PingOne Protect triggers mitigation tools to block attacks and allow legitimate users to authenticate easily. PingOne Protect’s intelligence-based policies combine the results of multiple risk predictors to calculate an overall risk score. The score correlates to policies that determine the type and amount of friction to introduce into the user flow, such as CAPTCHA, password resets, selfie verification, and push notifications. Optimize scores for each predictor, aggregate predictors, add signals from third parties, and create overrides. Predictors include bot detection, IP velocity, user velocity, velocity anomaly, user location anomaly, IP reputation, anonymous network, user risk behavior, user-based risk model, new device detection, suspicious device detection, and custom/third-party predictors.