jm + gpus   3

Decoding the Enigma with Recurrent Neural Networks
I am blown away by this -- given that Recurrent Neural Networks are Turing-complete, they can actually automate cryptanalysis given sufficient resources, at least to the degree of simulating the internal workings of the Enigma algorithm given plaintext, ciphertext and key:
The model needed to be very large to capture all the Enigma’s transformations. I had success with a single-celled LSTM model with 3000 hidden units. Training involved about a million steps of batched gradient descent: after a few days on a k40 GPU, I was getting 96-97% accuracy!
machine-learning  deep-learning  rnns  enigma  crypto  cryptanalysis  turing  history  gpus  gradient-descent 
12 weeks ago by jm
The Pixel Factory
amazing slideshow/WebGL demo talking about graphics programming, its maths, and GPUs
maths  graphics  webgl  demos  coding  algorithms  slides  tflops  gpus 
september 2015 by jm
Secret Bitcoin mining code added to game sparks outrage
Thunberg's admission that [the E-Sports Entertainment Association client software] ran Bitcoin-mining software without explicit user consent is startling. Aside from potentially opening the company up to huge legal liability, the move is likely to engender distrust among some of the company's most loyal fans. The nonchalance of some of Thunberg's comments may only add insult to the betrayal many users are likely to feel.

"But for the record, I told jag he shouldn't be lazy and run the miner in a separate process," he wrote in a post, referring to one of his software engineers with the screen name Jaguar, who didn't take steps to conceal the Bitcoin miner. "Rookie move." In the later post he wrote: "100% of the funds are going into the s14 prize pot, so at the very least your melted gpus contributed to a good cause."
bitcoin  abuse  games  malware  esea  gpus 
may 2013 by jm

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