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angora

Angora is a mutation-based fuzzer. The main goal of Angora is to increase branch coverage by solving path constraints without symbolic execution.

astnn

attention-is-all-you-need-keras

A Keras+TensorFlow Implementation of the Transformer: Attention Is All You Need

attention_keras

Keras Layer implementation of Attention

attention_seq2seq-translation

attentive_lm

awesome-machine-learning-on-source-code

Cool links & research papers related to Machine Learning applied to source code (MLonCode)

c3po

Code for the paper "A Structural Model for Contextual Code Changes"

cbc

Cb (C flat) compiler. Cb is simplified C.

cocomusic

a simple music player built by electron and vue

code2seq

Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"

codealchemist

Semantics-aware Code Generation for Finding JS engine Vulnerabilities

comfort

compilercomplexity

concode

Mapping Language to Code in a Programmatic Context

de1ctf2019

De1CTF2019

deep-generation

I used in this project a reccurent neural network to generate c code based on a dataset of c files from the linux repository.

deepfuzz

devign

Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks

die

Fuzzing JavaScript Engines with Aspect-preserving Mutation

gitignore

A collection of useful .gitignore templates

grammarcnn

A CNN model for code generation.

grammarvae

Code for the "Grammar Variational Autoencoder" https://arxiv.org/abs/1703.01925

graph-based-code-modelling

Code for "Generative Code Modeling with Graphs" (ICLR'19)

icisc_rnnfuzz

The tools used to train the models used for the ICISC paper "Recurrent neural networks for fuzz testing web browsers"

idioms

Code for "Learning Programmatic Idioms for Scalable Semantic Parsing"

ifuzzer

iust_deep_fuzz

A file format fuzzer base on deep neural networks.

linux-kernel-exploitation

A bunch of links related to Linux kernel exploitation

montage

Montage: A Neural Network Language Model-Guided JavaScript Engine Fuzzer