Google’s deep learning computer can keep things secret

Stefan Mileschin · 31st October 2016, 06:15

Google Brain, Google’s deep learning project, has started protecting information from prying eyes.

Researchers Martín Abadi and David Andersen found that computers could make their own form of encryption using machine learning, without being taught specific cryptographic algorithms.

OK the encryption was basic, but neural nets “are generally not meant to be great at cryptography”.

The Google Brain team has three neural nets called Alice, Bob and Eve. Alice’s job was to send a secret message to Bob, Bob’s job was to decode the message that Alice sent, and Eve’s job was to attempt to eavesdrop.

To make sure the message remained secret, Alice had to convert her original plain-text message into complete gobbledygook, so that anyone who intercepted it (like Eve) wouldn’t be able to understand it. The “cipher text” – had to be decipherable by Bob, but nobody else. Both Alice and Bob started with a pre-agreed set of numbers called a key, which Eve didn’t have access to, to help encrypt and decrypt the message.

http://www.techeye.net/news/googles-...-things-secret

31st October 2016, 06:15	#1
Stefan Mileschin [M] Reviewer Join Date: May 2010 Location: Romania Posts: 153,514	Google’s deep learning computer can keep things secret Google Brain, Google’s deep learning project, has started protecting information from prying eyes. Researchers Martín Abadi and David Andersen found that computers could make their own form of encryption using machine learning, without being taught specific cryptographic algorithms. OK the encryption was basic, but neural nets “are generally not meant to be great at cryptography”. The Google Brain team has three neural nets called Alice, Bob and Eve. Alice’s job was to send a secret message to Bob, Bob’s job was to decode the message that Alice sent, and Eve’s job was to attempt to eavesdrop. To make sure the message remained secret, Alice had to convert her original plain-text message into complete gobbledygook, so that anyone who intercepted it (like Eve) wouldn’t be able to understand it. The “cipher text” – had to be decipherable by Bob, but nobody else. Both Alice and Bob started with a pre-agreed set of numbers called a key, which Eve didn’t have access to, to help encrypt and decrypt the message. http://www.techeye.net/news/googles-...-things-secret

Similar Threads
Thread	Thread Starter	Forum	Replies	Last Post
Microsoft makes its deep learning tools available to all	Stefan Mileschin	WebNews	0	26th October 2016 09:36
Intel Announces Knights Mill: A Xeon Phi For Deep Learning	Stefan Mileschin	WebNews	0	18th August 2016 17:55
Amazon robot challenge winner counts on deep learning AI	Stefan Mileschin	WebNews	0	6th July 2016 14:47
NVIDIA's insane DGX-1 is a computer tailor-made for deep learning	Stefan Mileschin	WebNews	0	7th April 2016 12:21
NVIDIA Launches World's First Deep Learning Supercomputer	Stefan Mileschin	WebNews	0	7th April 2016 12:20
MediaTek Helio X20 goes after deep learning	Stefan Mileschin	WebNews	0	2nd October 2015 07:42
NVIDIA Doubles Performance for Deep Learning Training	Stefan Mileschin	WebNews	0	9th July 2015 07:28
Google uses computer vision and machine learning to index your photos	Stefan Mileschin	WebNews	0	24th May 2013 08:41
Deep Silence 1 Computer Case Review @ APH Networks	Stefan Mileschin	WebNews	0	12th February 2013 08:59
I deep fried my computer, literally!	jmke	WebNews	1	13th October 2006 21:57