Code for the paper "Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks"
☆14Aug 22, 2022Updated 3 years ago
Alternatives and similar repositories for DPA
Users that are interested in DPA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆12Dec 9, 2020Updated 5 years ago
- KNN Defense Against Clean Label Poisoning Attacks☆13Sep 24, 2021Updated 4 years ago
- How Robust are Randomized Smoothing based Defenses to Data Poisoning? (CVPR 2021)☆14Jul 16, 2021Updated 4 years ago
- RAB: Provable Robustness Against Backdoor Attacks☆39Oct 3, 2023Updated 2 years ago
- Defending Against Backdoor Attacks Using Robust Covariance Estimation☆22Jul 12, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [NeurIPS'22] Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork. Haotao Wang, Junyuan Hong,…☆14Nov 27, 2023Updated 2 years ago
- Code for the paper "Robustness Certificates for Sparse Adversarial Attacks by Randomized Ablation" by Alexander Levine and Soheil Feizi.☆10Aug 22, 2022Updated 3 years ago
- Code for the paper "(De)Randomized Smoothing for Certifiable Defense against Patch Attacks" by Alexander Levine and Soheil Feizi.☆17Aug 22, 2022Updated 3 years ago
- TextGuard: Provable Defense against Backdoor Attacks on Text Classification☆15Nov 7, 2023Updated 2 years ago
- ☆19Jun 21, 2021Updated 4 years ago
- Fighting Gradients with Gradients: Dynamic Defenses against Adversarial Attacks☆38May 25, 2021Updated 5 years ago
- ☆22Sep 17, 2024Updated last year
- Official code for FAccT'21 paper "Fairness Through Robustness: Investigating Robustness Disparity in Deep Learning" https://arxiv.org/abs…☆13Mar 9, 2021Updated 5 years ago
- This work corroborates a run-time Trojan detection method exploiting STRong Intentional Perturbation of inputs, is a multi-domain Trojan …☆10Mar 7, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Codes for the ICLR 2022 paper: Trigger Hunting with a Topological Prior for Trojan Detection☆11Sep 19, 2023Updated 2 years ago
- Code for Boosting fast adversarial training with learnable adversarial initialization (TIP2022)☆29Aug 22, 2023Updated 2 years ago
- Craft poisoned data using MetaPoison☆54Apr 5, 2021Updated 5 years ago
- [Preprint] On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping☆10Feb 27, 2020Updated 6 years ago
- Code release for the ICML 2019 paper "Are generative classifiers more robust to adversarial attacks?"☆24May 10, 2019Updated 7 years ago
- Implementation for Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder (EMNLP-Findings 2020)☆15Oct 8, 2020Updated 5 years ago
- Code repository for the paper --- [USENIX Security 2023] Towards A Proactive ML Approach for Detecting Backdoor Poison Samples☆30Jul 11, 2023Updated 2 years ago
- Code for LAS-AT: Adversarial Training with Learnable Attack Strategy (CVPR2022)☆119Mar 30, 2022Updated 4 years ago
- This repository is the implementation of Deep Dirichlet Process Mixture Models (UAI 2022)☆15May 19, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Anti-Backdoor learning (NeurIPS 2021)☆83Jul 20, 2023Updated 2 years ago
- this is a repo for the demo on backdoor attacks on StyleGAN and WaveGAN☆19Aug 4, 2021Updated 4 years ago
- Code for "Label-Consistent Backdoor Attacks"☆57Nov 22, 2020Updated 5 years ago
- Official implementation of the EMNLP 2021 paper "ONION: A Simple and Effective Defense Against Textual Backdoor Attacks"☆37Nov 3, 2021Updated 4 years ago
- ☆16Dec 3, 2021Updated 4 years ago
- [ICLR 2022] Boosting Randomized Smoothing with Variance Reduced Classifiers☆11Mar 29, 2022Updated 4 years ago
- Adversarial attacks and defenses against federated learning.☆20May 24, 2023Updated 3 years ago
- ☆11Jan 25, 2022Updated 4 years ago
- competition☆16Aug 1, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Morphence: An implementation of a moving target defense against adversarial example attacks demonstrated for image classification models …☆24Aug 9, 2024Updated last year
- ☆19Mar 26, 2022Updated 4 years ago
- This technique modifies image data so that any model trained on it will bear an identifiable mark.☆44Aug 13, 2021Updated 4 years ago
- Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching☆116Aug 19, 2024Updated last year
- Removing Adversarial Noise in Class Activation Feature Space☆14Oct 12, 2023Updated 2 years ago
- An Algorithm to Quantify Robustness of Recurrent Neural Networks☆49Apr 24, 2020Updated 6 years ago
- 天池比赛-铝型材表面瑕疵识别的实现；Pytorch；finetune renet;☆15Oct 27, 2018Updated 7 years ago