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Why does a payment gateway need deep learning? I can't imagine an online betting system doing fraud detection on deposits.
by alexbeloi 8y ago
Why does a payment gateway need deep learning? I can't imagine an online betting system doing fraud detection on deposits.
- malux85 8y agoIt was a bit simplistic of me to summarize it as a payment gateway, it was actually 50-60% of their backend systems that was enhanced, it was called their "Big Data Project" They do do fraud detection on the deposits, because of anti-money-laundering. The DL models also monitor various other types of abuse (bonus abuse and in-game abusers). They also are experimenting with Deep Reenforcement Learning to actually play some of the games
- sjg007 8y agoI thought bots weren't allowed? Also a DL bot by the house would probably have an unfair advantage.
- deleted 8y ago[deleted]
- PeterisP 8y agoAn online betting system has to do fraud detection on a higher level than random merchants, since they can expect to be a target for large scale non-amateur fraudsters, and just as in any other business, if your incoming payments are fraudulent, you lose that money.
- cocoablazing 8y agoPerhaps for anti-money laundering compliance.
- sjg007 8y agoWell, I think random forests on a feature set probably plays a big role and is probably easier. But to use a deep neural network maybe, you might be able to get away with a convolutional network to extract higher order associations among some input set.