Home AI News Advancing machine learning while protecting privacy | Discovery

Advancing machine learning while protecting privacy | Discovery

Throughout the last century, we created and perfected the art of computer programming to automate mundane tasks.

Conventional programs, however, still rely on hand-crafted rules, making programming a complicated and tedious task.

Suppose you were to develop an email spam filter. Using traditional programming, you would have to read through millions of emails to deduce rules that can filter out annoying junk mail more or less reliably.

Surely, there must be a more efficient way. And this is what machine learning, one of my areas of research, is about.

In essence, machine learning is a set of techniques for teaching computers how to learn predictive rules from data and turning these into programs automatically.

Now, machine learning is everywhere: face recognition on our mobile devices, voice assistants, recommendation systems, and soon, self-driving cars.

The more data that are available, the better machine learning works. At the same time though, the way data are collected and collated is a significant concern for personal privacy.

The purpose of technological progress is to solve problems, not to create them.

As an artificial intelligence and machine learning researcher, my focus is on making machine learning more secure and respectful of users’ privacy.

For example, we developed algorithms for storing face images so that personal information such as gender and age is concealed while these images retain their utility for face-matching applications.

Now, we are focusing solutions for other application areas of machine learning as well so that we can embrace technological progress without adverse side effects.

Source link

Must Read

A New Research Compares Bitcoin With Visa, MasterCard & PayPal Against Several Indicators

DataLight, a cryptocurrencies data analytics platform issues a report that compared Bitcoin, Visa, MasterCard, and PayPal as a method of payment. The report weighs...

Why is Facebook doing robotics research? – TechCrunch

It’s a bit strange to hear that the world’s leading social network is pursuing research in robotics rather than, say, making search useful, but...

Malta First To Run a Government Agency on a Blockchain System

The announcement was made by one of the country’s leading blockchain advocates, Silvio Schembri, who is the Parliamentary Secretary for Financial Services. Visiting the...

Overstock CEO Sells Shares in His Company to Invest in Blockchain Projects

Patrick Byrne, the chief executive officer of Overstock.com (OSTK), has recently lashed out at investors who questioned his sale of 900,000 of his ‘founders...

Bytom Hosts a Digital Assets Conference in New York Blockchain Week and Announces the Launch of 2019 Bytom Global Dev Competition

NEW YORK, NY / ACCESSWIRE / May 19, 2019 / New York, May 14th - Bytom announces its launch of 2019 Bytom Global Dev...
error: Content is protected !!