pxzhang94 Goto Github PK
Name: Zhang Peixin
Type: User
Company: Singapore Management University
Bio: Research Scientist in AI Security and Software Engineering
Location: Singapore
Blog: www.pxzhang.cn
Name: Zhang Peixin
Type: User
Company: Singapore Management University
Bio: Research Scientist in AI Security and Software Engineering
Location: Singapore
Blog: www.pxzhang.cn
This repository contains the implementation and the evaluation of our ICML 2020 paper: Robustness to Programmable String Transformations via Augmented Abstract Training.
White-box Fairness Testing through Adversarial Sampling
Bias and Fairness Audit Toolkit
Aequitas, a directed fairness testing framework machine learning models.
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
[NeurIPS 2020]auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks
A collection of implementations of deep domain adaptation algorithms
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
DeepXplore code release
ETH Robustness Analyzer for Deep Neural Networks
Face model to classify gender and race. Trained on LFWA+ Dataset.
🔥🔥High-Performance Face Recognition Library on PyTorch🔥🔥
Face Verification and Identification Test Code for Racial Phenotype Evaluation on RFW and VGGFace2
Face Analysis Project on MXNet and PyTorch
Lime: Explaining the predictions of any machine learning classifier
Implementation code for the paper "Generating Natural Language Adversarial Examples"
Image-to-Image Translation in PyTorch
Best Practices on Recommendation Systems
Themis™ is a software fairness tester.
Real-time object detection is one of the key applications of deep neural networks (DNNs) for real-world mission-critical systems. While DNN-powered object detection systems celebrate many life-enriching opportunities, they also open doors for misuse and abuse. This project presents a suite of adversarial objectness gradient attacks, coined as TOG,
Trojan Attack on Neural Network
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.