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SkillsCast

Fraud: The Needle in a Haystack Problem

6th July 2017 in London at CodeNode

There are 42 other SkillsCasts available from Infiniteconf 2017 - the conference on Big Data and Fast Data

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At Onfido, they apply computer vision and machine learning techniques to the detection of physical and digital fraud in identity documents.

When it comes to fraud detection, they’re often dealing with a problem for which they have hugely unbalanced datasets. Moreover, they only understand what they've seen before; if they notice something different, how do they know if it’s really fraudulent, and how confident can they be with that decision?

Join Jacques for this lightning talk as he explores the problem of fraud detection, highlight some of the biggest challenges that they face in this area and cover some of Onfido's efforts to circumvent these challenges, touching on topics of anomaly detection and data generation.

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Fraud: The Needle in a Haystack Problem

SkillsCast

Please log in to watch this conference skillscast.

643587471 640x360

At Onfido, they apply computer vision and machine learning techniques to the detection of physical and digital fraud in identity documents.

When it comes to fraud detection, they’re often dealing with a problem for which they have hugely unbalanced datasets. Moreover, they only understand what they've seen before; if they notice something different, how do they know if it’s really fraudulent, and how confident can they be with that decision?

Join Jacques for this lightning talk as he explores the problem of fraud detection, highlight some of the biggest challenges that they face in this area and cover some of Onfido's efforts to circumvent these challenges, touching on topics of anomaly detection and data generation.

YOU MAY ALSO LIKE:

Thanks to our sponsors

About the Speaker

Fraud: The Needle in a Haystack Problem