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Gartner: Machine Learning or AI?

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Gartner: Machine Learning or AI?
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We may sound pedantic when pointing we should be talking about Machine Learning, and not AI, for security threat detection use cases. But there is a strong reason why: to deflate the hype around it. Let me quickly mention a real world situation where the indiscriminate use of those terms caused confusion and frustration:

One of our clients was complaining about the “real Machine Learning”  capabilities of a UEBA solution. According to them, “it was just rule based”. What do you mean by rule based? Well, for them, having to tell the tool that it needs to detect behavior deviations on the authentication events for each individual user, based on the location (source IP) and on the time of the event, is not really ML, but a rule based detection. I would say it’s both.

Yes, it is really a rule, as you have to define what type of anomaly (to the data field – or ‘feature’  – level) it should be looking for. So, you need to know enough about the malicious activity you are looking for, so you can specify the type of behavior anomaly it will present.

Read the entire article here, Machine Learning or AI? – Augusto Barros

Via the fine folks at Gartner.

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Gartner

Gartner, Inc. (NYSE: IT) is the world’s leading information technology research and advisory company. The company delivers the technology-related insight necessary for its clients to make the right decisions, every day. From CIOs and senior IT leaders in corporations and government agencies, to business leaders in high-tech and telecom enterprises and professional services firms, to technology investors, Gartner is the valuable partner to clients in approximately 10,000 distinct enterprises worldwide. Through the resources of Gartner Research, Gartner Executive Programs, Gartner Consulting and Gartner Events, Gartner works with every client to research, analyze and interpret the business of IT within the context of their individual role. Founded in 1979, Gartner is headquartered in Stamford, Connecticut, USA, and has 8,300 associates, including more than 1,800 research analysts and consultants, and clients in more than 90 countries. For more information, visit www.gartner.com.

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