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Finding Genius Podcast

Early Detection of Online Fraud Using Unsupervised Machine Learning—Fang Yu—DataVisor

Finding Genius Podcast

Richard Jacobs

Medicine, Health & Fitness

4.41K Ratings

🗓️ 15 January 2019

⏱️ 28 minutes

🧾️ Download transcript

Summary

"Existing solutions like supervised machine learning are very reactive to what the attacker is currently doing, so there's always a cat and mouse game; the unsupervised machine learning that we are building….doesn't have existing assumptions of what the fraud looks like, and that itself is actually more robust in terms of detection," says Fang Yu, CTO and co-founder of DataVisor, a company whose mission is to protect large social and financial institutions from the increasing number of sophisticated cyber-attacks.


When the nature of cyber-attacks can literally change on an hourly basis, the technology which relies upon the characteristics of past fraudulent behavior is insufficient. DataVisor's technology mitigates this problem by reviewing billions of accounts and identifying patterns of fraudulent behavior.


Yu offers a detailed and informative conversation about DataVisor's services, which are currently protecting over four billion user accounts globally. She also discusses the advanced techniques used by fraudsters, the importance of early fraud detection, and an upcoming enterprise version of their technology which will allow clients to adjust the models themselves and have more leverage over the algorithms.


Tune in, learn more by visiting datavisor.com, and email your questions to info@datavisors.com.

Transcript

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0:00.0

You're listening to the Future Tech Podcast with Richard Jacobs.

0:09.0

Future Technologies such as Artificial Intelligence,

0:12.0

Stem Cells, 3D printing, gene editing,

0:14.7

Bitcoin, blockchain, the microbiome, quantum computing, virtual reality, and exploring space

0:21.0

are much closer than you might think.

0:23.0

In fact, many early versions of these technologies are in play right now

0:27.0

and the companies that are using these technologies are the focus of this podcast.

0:31.0

My goal for you, the listener, is to learn from these

0:34.4

podcasts. You may very well learn something that may change the course of your life

0:38.3

for the better. Steer you towards a new career or give you insight into

0:42.4

addressing a thorny medical problem.

0:44.6

Remember, this podcast and its content is informational and nature only.

0:48.7

No medical, tax, legal, financial, or psychological advice is being given.

0:53.0

If you've enjoyed the podcast, please listen, subscribe, like, and tell your friends about it.

0:58.0

Thank you. Hello, this is Richard Jacobs with the Future Tech Podcast. I have Fang Yu. She's a

1:10.3

CTO and co-founder of a company called DataVizer.

1:14.2

And the website is DataVizer.com, Vatavisor.com.

1:20.3

So Fang, how are you today?

1:21.5

Thank you for coming. Yeah, thank you.

1:24.0

Thanks for having me, Richard.

1:26.0

No problem.

1:27.0

Well, tell me about DataVizer.

...

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