pxzhang94 / ADF
White-box Fairness Testing through Adversarial Sampling
☆13Updated 3 years ago
Alternatives and similar repositories for ADF:
Users that are interested in ADF are comparing it to the libraries listed below
- Source code, datasets and models of the paper "Efficient White-box Fairness Testing through Gradient Search" by Lingfeng Zhang, Yueling Z…☆11Updated 3 years ago
- ☆27Updated 2 years ago
- Code release for RobOT (ICSE'21)☆14Updated 2 years ago
- ☆24Updated 4 years ago
- Aequitas, a directed fairness testing framework machine learning models.☆9Updated 3 years ago
- Replication Package for "Natural Attack for Pre-trained Models of Code", ICSE 2022☆43Updated 6 months ago
- Adversarial Robustness for Code☆15Updated 3 years ago
- ☆19Updated 5 years ago
- Backdooring Neural Code Search☆13Updated last year
- ☆11Updated 2 years ago
- ☆24Updated 3 years ago
- Mutation-based Fault Localization of Deep Neural Networks☆10Updated last year
- This repository is for the paper of ICSE 2023: Regression Fuzzing for Deep Learning Systems☆12Updated last year
- ☆14Updated last year
- This repository provide the studies on the security of language models for code (CodeLMs).☆44Updated 2 months ago
- This is the implement repository of our upcoming ESEC/FSE 2020 paper: Deep Learning Library Testing via Effective Model Generation.☆54Updated last year
- Code for the AAAI 2023 paper "CodeAttack: Code-based Adversarial Attacks for Pre-Trained Programming Language Models☆26Updated last year
- We propose a novel DL-based mutation technique (LEAM), which adapts the syntax-guided encoder-decoder architecture to build two sub-model…☆27Updated 8 months ago
- A collection of publications that works on code models but beyond focusing on the accuracies.☆13Updated last year
- ☆15Updated 8 months ago
- This is the implementation repository of our incoming ESEC/FSE 2021 paper: Exposing Numerical Bugs in Deep Learning via GradientBack-prop…☆13Updated 2 years ago
- Machine Learning & Security Seminar @Purdue University☆25Updated last year
- An Automatic DNN TrainingProblem Detection and Repair System☆17Updated last year
- Towards Robustness of Deep Program Processing Models – Detection, Estimation and Enhancement☆19Updated 2 years ago
- ☆13Updated 4 months ago
- ☆9Updated 2 years ago
- ADAPT is the open source white-box testing framework for deep neural networks☆21Updated last year
- ☆101Updated 7 months ago