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Why AI is the key to robust anti-abuse defenses

Elie

This post explains why artificial intelligence (AI) is the key to building anti-abuse defenses that keep up with user expectations and combat increasingly sophisticated attacks. This is the first post of a series of four posts dedicated to provide a concise overview of how to harness AI to build robust anti-abuse protections.

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Harnessing AI to combat fraud and abuse - AI is the key to robust defenses

Elie

This post explains why artificial intelligence (AI) is the key to building anti-abuse defenses that keep up with user expectations and combat increasingly sophisticated attacks. This is the first post of a series of four posts dedicated to provide a concise overview of how to harness AI to build robust anti-abuse protections.

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Challenges faced while training an AI to combat abuse

Elie

This post looks at the main challenges that arise when training a classifier to combat fraud and abuse. At a high level, what makes training a classifier to detect fraud and abuse unique is that it deals with data generated by an adversary that actively attempts to evade detection. Abuse-fighting is a.

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Challenges faced while training an AI to combat abuse

Elie

This post looks at the four main challenges that arise when training a classifier to combat fraud and abuse. This is the second post of a series of four that is dedicated to provide a concise overview of how to harness AI to build robust anti-abuse protections. the talk I gave at RSA 2018.