pxzhang94
Research Scientist in AI Security and Software Engineering
Singapore Management UniversitySingapore
Pinned Repositories
A3T
This repository contains the implementation and the evaluation of our ICML 2020 paper: Robustness to Programmable String Transformations via Augmented Abstract Training.
ADF
White-box Fairness Testing through Adversarial Sampling
aequitas
Bias and Fairness Audit Toolkit
Aequitas-1
Aequitas, a directed fairness testing framework machine learning models.
AIF360
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.
auto_LiRPA
[NeurIPS 2020]auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks
csmath
deep-transfer-learning
A collection of implementations of deep domain adaptation algorithms
deepface
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
deepimportance_code_release
pxzhang94's Repositories
pxzhang94/ADF
White-box Fairness Testing through Adversarial Sampling
pxzhang94/A3T
This repository contains the implementation and the evaluation of our ICML 2020 paper: Robustness to Programmable String Transformations via Augmented Abstract Training.
pxzhang94/aequitas
Bias and Fairness Audit Toolkit
pxzhang94/Aequitas-1
Aequitas, a directed fairness testing framework machine learning models.
pxzhang94/AIF360
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.
pxzhang94/auto_LiRPA
[NeurIPS 2020]auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks
pxzhang94/csmath
pxzhang94/deep-transfer-learning
A collection of implementations of deep domain adaptation algorithms
pxzhang94/deepface
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
pxzhang94/deepimportance_code_release
pxzhang94/eran
ETH Robustness Analyzer for Deep Neural Networks
pxzhang94/face-classification
Face model to classify gender and race. Trained on LFWA+ Dataset.
pxzhang94/face.evoLVe.PyTorch
🔥🔥High-Performance Face Recognition Library on PyTorch🔥🔥
pxzhang94/FacialPhenotypes
Face Verification and Identification Test Code for Racial Phenotype Evaluation on RFW and VGGFace2
pxzhang94/FairFace
pxzhang94/insightface
Face Analysis Project on MXNet and PyTorch
pxzhang94/lime
Lime: Explaining the predictions of any machine learning classifier
pxzhang94/m_testing_adversatial_sample
pxzhang94/nlp_adversarial_examples
Implementation code for the paper "Generating Natural Language Adversarial Examples"
pxzhang94/pxzhang94.github.io
pxzhang94/pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
pxzhang94/recommenders
Best Practices on Recommendation Systems
pxzhang94/Socrates
pxzhang94/Themis
Themis™ is a software fairness tester.
pxzhang94/TOG
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,
pxzhang94/Tool_UI
pxzhang94/TrojanNN
Trojan Attack on Neural Network
pxzhang94/unintended-ml-bias-analysis
pxzhang94/VGG1200-Races
Exploring Racial Bias within Face Recognition via per-subject Adversarially-Enabled Data Augmentation
pxzhang94/zjuthesis-1
Zhejiang University Graduation Thesis LaTeX Template