serval-uni-lu / tabularbench
TabularBench: Adversarial robustness benchmark for tabular data
☆15Updated 2 months ago
Alternatives and similar repositories for tabularbench:
Users that are interested in tabularbench are comparing it to the libraries listed below
- ☆44Updated last year
- Code relative to "Adversarial robustness against multiple and single $l_p$-threat models via quick fine-tuning of robust classifiers"☆18Updated 2 years ago
- ☆11Updated 2 years ago
- ☆17Updated 2 months ago
- [ICLR 2022] Boosting Randomized Smoothing with Variance Reduced Classifiers☆12Updated 2 years ago
- ☆33Updated last year
- [ICLR 2023, Spotlight] Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning☆30Updated last year
- Code for ML Doctor☆86Updated 6 months ago
- ☆43Updated 6 months ago
- ☆17Updated last month
- ☆22Updated 2 years ago
- [ECCV24] "Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning" by Chongyu Fan*, Jiancheng Liu*, Alfred Hero, …☆22Updated 4 months ago
- Code for the paper "A Light Recipe to Train Robust Vision Transformers" [SaTML 2023]☆53Updated 2 years ago
- Membership Inference Attacks and Defenses in Neural Network Pruning☆28Updated 2 years ago
- Private Evolution: Generating DP Synthetic Data without Training [ICLR 2024, ICML 2024 Spotlight]☆88Updated last week
- ☆23Updated last year
- ☆64Updated 4 years ago
- ☆29Updated 2 years ago
- Computationally friendly hyper-parameter search with DP-SGD☆24Updated last month
- Robust Principles: Architectural Design Principles for Adversarially Robust CNNs☆21Updated last year
- code release for "Unrolling SGD: Understanding Factors Influencing Machine Unlearning" published at EuroS&P'22☆22Updated 2 years ago
- Code for the paper "Evading Black-box Classifiers Without Breaking Eggs" [SaTML 2024]☆20Updated 10 months ago
- ☆24Updated 2 years ago
- ☆11Updated 2 years ago
- Codebase for information theoretic shapley values to explain predictive uncertainty.This repo contains the code related to the paperWatso…☆20Updated 7 months ago
- Reconstructive Neuron Pruning for Backdoor Defense (ICML 2023)☆35Updated last year
- Official code for FAccT'21 paper "Fairness Through Robustness: Investigating Robustness Disparity in Deep Learning" https://arxiv.org/abs…☆12Updated 3 years ago
- Private Adaptive Optimization with Side Information (ICML '22)☆16Updated 2 years ago
- Privacy backdoors☆51Updated 9 months ago
- Repo for the research paper "SecAlign: Defending Against Prompt Injection with Preference Optimization"☆37Updated last month