| EVE HAD NO CHANCE |
| [77292] by "FARINA00" (58.247.226.84)
on Fri 06 Jan 2017 06:31:54
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Alice, Bob, and Eve all shared the same "mix and transform" neural network architecture, but they were initialised independently and had no connection other than Alice and Bob's shared key. For Alice the key and plaintext are input into the first layer of the neural network; for Bob the key and the ciphertext were input; and for Eve, she got just the ciphertext. The first layer is fully-connected, so the text and key can mix about. Following the first layer there are a number of convolutional layers, which learn to apply a function to the bits that were handed to it by the previous layer. They don't know what that function might be; they just learn as they go along. For Alice, the final layer spits out some ciphertext; Bob and Eve output what they hope is the plaintext.
Bob and Eve's reconstruction errors during training. You can see that Eve starts to improve, but then a change in the Alice-Bob crypto method shuts her out again.
Enlarge / Bob and Eve's reconstruction errors during training. You can see that Eve starts to improve, but then a change in the Alice-Bob crypto method shuts her out again.
The results were... a mixed bag. Some runs were a complete flop, with Bob never able to reconstruct Alice's messages. Most of the time, Alice and Bob did manage to evolve a system where they could communicate with very few errors. In some tests, Eve showed an improvement over random guessing, but Alice and Bob then usually responded by improving their cryptography technique until Eve had no chance |
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| !!!!! |
| [77283] by "laszer" (user-qc90906.armeniaonline.com)
on Sun 01 Jan 2017 06:47:06
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sol we r in ultracrisis
retract some love blade!1!!!!!
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| new geo ip |
| [77256] by "maxidoneon" (32.212.22.142)
on Wed 28 Dec 2016 23:42:57
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o hi guys sry bout that i had 2 come out to the world as a proud homowner |
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| No Subject |
| [77238] by "proxy" (dynamic-acs-24-101-58-25.zoominternet.net)
on Sun 25 Dec 2016 09:26:41
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Dang I know this comic less nightmare is like Christmas future but I'm just trying to keep silica out of my lungs when I run the sand drying machine
That's not even a joke that is something I am trying to do |
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| situation!1!!!!! |
| [77236] by "bizarro love" (ppp-230-25-75-31.telermenia.com)
on Sun 25 Dec 2016 06:47:05
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omg u want EBITDAs
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| ENNUI |
| [77231] by "FARINA00" (94-39-41-182.adsl-ull.clienti.tiscali.it)
on Sat 24 Dec 2016 16:09:25
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News Flash: EARTH KILLER EARTH FINISHES EARTH GIANT VAMPIRE AND HEAD DIES QUIETLY AND KILLER GIF COMMANDEERS MASTER EXPLOSIVELY |
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| No Subject |
| [77229] by "maxidoneon" (32.212.22.142)
on Wed 21 Dec 2016 16:30:48
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ALLLLMMOST |
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| No Subject |
| [77226] by "maxidoneon" (32.212.22.142)
on Mon 19 Dec 2016 16:24:17
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who time is it |
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| shoo |
| [77225] by "inspector fuckup" (econo-EBITDA.org)
on Sun 18 Dec 2016 06:47:09
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watch out we r in ultracrisis
deploy all lazers!!!!!1!1!!!!!
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| !!!!!1!!!!! |
| [77222] by "PRODUCT00" (user-bc26370.djibouti-online.com)
on Sun 11 Dec 2016 06:47:06
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new invention::
ULTRA THEOREM!1!!!!!
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