Fuzzing JavaScript Engines with Aspect-preserving Mutation

Related tags

Deep LearningDIE
Overview

DIE

Repository for "Fuzzing JavaScript Engines with Aspect-preserving Mutation" (in S&P'20). You can check the paper for technical details.

Environment

Tested on Ubuntu 18.04 with following environment.

  • Python v3.6.10
  • npm v6.14.6
  • n v6.7.0

General Setup

For nodejs and npm,

$ sudo apt-get -y install npm
$ sudo npm install -g n
$ sudo n stable

For redis-server,

$ sudo apt install redis-server

we choose clang-6.0 to compile afl and browsers smoothly.

$ sudo apt-get -y install clang-6.0

DIE Setup

To setup environment for AFL,

$ cd fuzz/scripts
$ sudo ./prepare.sh

To compile whole project,

$ ./compile.sh

Server Setup

  • Make Corpus Directory (We used Die-corpus as corpus)
$ git clone https://github.com/sslab-gatech/DIE-corpus.git
$ python3 ./fuzz/scripts/make_initial_corpus.py ./DIE-corpus ./corpus
  • Make ssh-tunnel for connection with redis-server
$ ./fuzz/scripts/redis.py
  • Dry run with corpus
$ ./fuzz/scripts/populate.sh [target binary path] [path of DIE-corpus dir] [target js engine (ch/jsc/v8/ffx)]
# Example
$ ./fuzz/scripts/populate.sh ~/ch ./DIE-corpus ch

It's done! Your corpus is well executed and the data should be located on redis-server.

Tips

To check the redis-data,

$ redis-cli -p 9000
127.0.0.1:9000> keys *

If the result contains "crashBitmap", "crashQueue", "pathBitmap", "newPathsQueue" keys, the fuzzer was well registered and executed.

Client Setup

  • Make ssh-tunnel for connection with redis-server
$ ./fuzz/scripts/redis.py
  • Usage
$ ./fuzz/scripts/run.sh [target binary path] [path of DIE-corpus dir] [target js engine (ch/jsc/v8/ffx)]
# Example
$ ./fuzz/scripts/run.sh ~/ch ./DIE-corpus ch
  • Check if it's running
$ tmux ls

You can find a session named fuzzer if it's running.

Typer

We used d8 to profile type information. So, please change d8_path in fuzz/TS/typer/typer.py before execution.

cd fuzz/TS/typer
python3 typer.py [corpus directory]

*.jsi file will be created if instrumentation works well. *.t file will be created if profiling works well.

CVEs

If you find bugs and get CVEs by running DIE, please let us know.

  • ChakraCore: CVE-2019-0609, CVE-2019-1023, CVE-2019-1300, CVE-2019-0990, CVE-2019-1092
  • JavaScriptCore: CVE-2019-8676, CVE-2019-8673, CVE-2019-8811, CVE-2019-8816
  • V8: CVE-2019-13730, CVE-2019-13764, CVE-2020-6382

Contacts

Citation

@inproceedings{park:die,
  title        = {{Fuzzing JavaScript Engines with Aspect-preserving Mutation}},
  author       = {Soyeon Park and Wen Xu and Insu Yun and Daehee Jang and Taesoo Kim},
  booktitle    = {Proceedings of the 41st IEEE Symposium on Security and Privacy (Oakland)},
  month        = may,
  year         = 2020,
  address      = {San Francisco, CA},
}
Owner
gts3.org ([email protected])
https://gts3.org
gts3.org (<a href=[email protected])">
Implementation for Curriculum DeepSDF

Curriculum-DeepSDF This repository is an implementation for Curriculum DeepSDF. Full paper is available here. Preparation Please follow original setti

Haidong Zhu 69 Dec 29, 2022
codes for Image Inpainting with External-internal Learning and Monochromic Bottleneck

Image Inpainting with External-internal Learning and Monochromic Bottleneck This repository is for the CVPR 2021 paper: 'Image Inpainting with Externa

97 Nov 29, 2022
A PyTorch implementation of SlowFast based on ICCV 2019 paper "SlowFast Networks for Video Recognition"

SlowFast A PyTorch implementation of SlowFast based on ICCV 2019 paper SlowFast Networks for Video Recognition. Requirements Anaconda PyTorch conda in

Hao Ren 8 Dec 23, 2022
InsCLR: Improving Instance Retrieval with Self-Supervision

InsCLR: Improving Instance Retrieval with Self-Supervision This is an official PyTorch implementation of the InsCLR paper. Download Dataset Dataset Im

Zelu Deng 25 Aug 30, 2022
Python Library for Signal/Image Data Analysis with Transport Methods

PyTransKit Python Transport Based Signal Processing Toolkit Website and documentation: https://pytranskit.readthedocs.io/ Installation The library cou

24 Dec 23, 2022
UniLM AI - Large-scale Self-supervised Pre-training across Tasks, Languages, and Modalities

Pre-trained (foundation) models across tasks (understanding, generation and translation), languages (100+ languages), and modalities (language, image, audio, vision + language, audio + language, etc.

Microsoft 7.6k Jan 01, 2023
BADet: Boundary-Aware 3D Object Detection from Point Clouds (Pattern Recognition 2022)

BADet: Boundary-Aware 3D Object Detection from Point Clouds (Pattern Recognition

Rui Qian 17 Dec 12, 2022
Rational Activation Functions - Replacing Padé Activation Units

Rational Activations - Learnable Rational Activation Functions First introduce as PAU in Padé Activation Units: End-to-end Learning of Activation Func

<a href=[email protected]"> 38 Nov 22, 2022
Systematic generalisation with group invariant predictions

Requirements are Python 3, TensorFlow v1.14, Numpy, Scipy, Scikit-Learn, Matplotlib, Pillow, Scikit-Image, h5py, tqdm. Experiments were run on V100 GPUs (16 and 32GB).

Faruk Ahmed 30 Dec 01, 2022
Code repository for our paper regarding the L3D dataset.

The Large Labelled Logo Dataset (L3D): A Multipurpose and Hand-Labelled Continuously Growing Dataset Website: https://lhf-labs.github.io/tm-dataset Da

LHF Labs 9 Dec 14, 2022
Code for the paper "Generative design of breakwaters usign deep convolutional neural network as a surrogate model"

Generative design of breakwaters usign deep convolutional neural network as a surrogate model This repository contains the code for the paper "Generat

2 Apr 10, 2022
SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning

Datasets | Website | Raw Data | OpenReview SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning Christopher

67 Dec 17, 2022
Tello Drone Trajectory Tracking

With this library you can track the trajectory of your tello drone or swarm of drones in real time.

Kamran Asgarov 2 Oct 12, 2022
Raptor-Multi-Tool - Raptor Multi Tool With Python

Promises 🔥 20 Stars and I'll fix every error that there is 50 Stars and we will

Aran 44 Jan 04, 2023
Official TensorFlow code for the forthcoming paper

~ Efficient-CapsNet ~ Are you tired of over inflated and overused convolutional neural networks? You're right! It's time for CAPSULES :)

Vittorio Mazzia 203 Jan 08, 2023
Securetar - A streaming wrapper around python tarfile and allow secure handling files and support encryption

Secure Tar Secure Tarfile library It's a streaming wrapper around python tarfile

Pascal Vizeli 2 Dec 09, 2022
Dynamic Graph Event Detection

DyGED Dynamic Graph Event Detection Get Started pip install -r requirements.txt TODO Paper link to arxiv, and how to cite. Twitter Weather dataset tra

Mert Koşan 3 May 09, 2022
CondenseNet: Light weighted CNN for mobile devices

CondenseNets This repository contains the code (in PyTorch) for "CondenseNet: An Efficient DenseNet using Learned Group Convolutions" paper by Gao Hua

Shichen Liu 690 Nov 30, 2022
Depth image based mouse cursor visual haptic

Depth image based mouse cursor visual haptic How to run it. Install pyqt5. Install python modules pip install Pillow pip install numpy For illustrati

Xiong Jie 17 Dec 20, 2022
Analyzes your GitHub Profile and presents you with a report on how likely you are to become the next MLH Fellow!

Fellowship Prediction GitHub Profile Comparative Analysis Tool Built with BentoML Table of Contents: Features Disclaimer Technologies Used Contributin

Damir Temir 51 Dec 29, 2022