A C implementation of tic-tac-toe that it all implemented within a single call to printf.
A doom clone in 13k of JavaScript.
We broke a number of defenses to adversarial examples, this code reproduces the attacks we implemented.
We show that neural networks on audio are also vulnerable to adversarial examples by making a speech-to-text neural network transcribe any input waveform as any any desired sentence.
Robust attacks on Neural Networks
Neural networks are highly vulnerable to evasion attacks. This project contains code to perform these attacks in a robust manner to evaluate future possible defenses.
Break of Defensive Distillation
Defensive Distillation was recently proposed as a defense to adversarial examples. This project contains the TensorFlow models required to train a defensively distilled network and show it is broken.
Brainfuck interpreter in printf
Printf is, unintentionally, a Turing-complete language. We demonstrate this by implementing a brainfuck interpreter through using only calls to the standard C printf.
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