Antimony5292 / FairNeuron
☆11Updated 2 years ago
Alternatives and similar repositories for FairNeuron:
Users that are interested in FairNeuron are comparing it to the libraries listed below
- White-box Fairness Testing through Adversarial Sampling☆13Updated 3 years ago
- A united toolbox for running major robustness verification approaches for DNNs. [S&P 2023]☆88Updated 2 years ago
- ☆28Updated 2 years ago
- ☆14Updated last year
- [NeurIPS 2021] Fast Certified Robust Training with Short Warmup☆23Updated last year
- TrojanLM: Trojaning Language Models for Fun and Profit☆16Updated 3 years ago
- This repo is the official implementation of the ICLR'23 paper "Towards Robustness Certification Against Universal Perturbations." We calc…☆12Updated 2 years ago
- "Tight Certificates of Adversarial Robustness for Randomly Smoothed Classifiers" (NeurIPS 2019, previously called "A Stratified Approach …☆17Updated 5 years ago
- Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"☆57Updated last year
- Code release for RobOT (ICSE'21)☆15Updated 2 years ago
- 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
- Code for the paper "Rethinking Stealthiness of Backdoor Attack against NLP Models" (ACL-IJCNLP 2021)☆22Updated 3 years ago
- [ICLR 2020] Code for paper "Robustness Verification for Transformers"☆27Updated 3 months ago
- Code for ICML2019 Paper "On the Convergence and Robustness of Adversarial Training"☆34Updated 4 years ago
- This repo keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on …☆99Updated 2 years ago
- Repository for Knowledge Enhanced Machine Learning Pipeline (KEMLP)☆10Updated 3 years ago
- Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTor…☆92Updated 3 years ago
- Adversarial Distributional Training (NeurIPS 2020)☆62Updated 4 years ago
- RAB: Provable Robustness Against Backdoor Attacks☆39Updated last year
- [ICML 2021] This is the official github repo for training L_inf dist nets with high certified accuracy.☆41Updated 3 years ago
- Official PyTorch implementation of "Query-Efficient and Scalable Black-Box Adversarial Attacks on Discrete Sequential Data via Bayesian O…☆24Updated last year
- Code and data of the ACL 2021 paper "Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution"☆16Updated 3 years ago
- Official repository for CVPR'23 paper: Detecting Backdoors in Pre-trained Encoders☆32Updated last year
- β-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Neural Network Verification☆29Updated 3 years ago
- Code of On L-p Robustness of Decision Stumps and Trees, ICML 2020☆10Updated 4 years ago
- ☆53Updated last year
- Official Implementation of NeurIPS 2024 paper - BiScope: AI-generated Text Detection by Checking Memorization of Preceding Tokens☆13Updated this week
- ☆25Updated 2 years ago
- ☆80Updated 3 years ago
- Machine Learning & Security Seminar @Purdue University☆25Updated last year