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To KBA, or not to KBA; that is the question. Or is it?

Published: March 16, 2011 by Guest Contributor

Well, actually, it isn’t. The better question to ask is when to use knowledge based authentication (KBA). I know I have written before about using it as part of a risk based authentication approach to fraud account management, but I am often asked what I mean by that statement. So, I thought it might be a good idea to provide a few more details and give some examples.

Basically, what I mean is this: risk segmentation based on binary verification is unwise. Binary verification can occur based on identity elements, or it can occur based on pass/fail performance from out of wallet questions, but the fact remains that the primary decisioning strategy is relying on a condition with two outcomes – verified or not verified, pass or fail – and that is unwise. When we recommend a risk based authentication approach, the view is more broadly based. We advocate using analytics and weighting many factors, including those identity elements and knowledge based authentication performance as part of an overall decision, rather than an as end-all decision.


If you take this kind of approach, when might you want to use this kind of approach? The answer to that is just about any time a transaction contains a level of risk, understanding that each organization will have a unique definition and tolerance for “risk”. It could be an origination or account opening scenario, when you do not yet have a relationship with a consumer. It could be in an account management setting, when you have a relationship with the consumer and know their expected behavior (and therefore anything outside of expected behavior is risk). It could be in transactional settings where there is an exchange of money or information belonging to the consumer. All of these are appropriate uses for KBA as part of a risk based approach.

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