hammlab / PoisoningCertifiedDefensesLinks
How Robust are Randomized Smoothing based Defenses to Data Poisoning? (CVPR 2021)
☆13Updated 4 years ago
Alternatives and similar repositories for PoisoningCertifiedDefenses
Users that are interested in PoisoningCertifiedDefenses are comparing it to the libraries listed below
Sorting:
- RAB: Provable Robustness Against Backdoor Attacks☆39Updated last year
- ☆19Updated 4 years ago
- Codes for reproducing the results of the paper "Bridging Mode Connectivity in Loss Landscapes and Adversarial Robustness" published at IC…☆27Updated 5 years ago
- ☆24Updated 2 years ago
- [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning☆32Updated 2 years ago
- The code is for our NeurIPS 2019 paper: https://arxiv.org/abs/1910.04749☆34Updated 5 years ago
- Code for paper "Poisoned classifiers are not only backdoored, they are fundamentally broken"☆26Updated 3 years ago
- Code for the paper "Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks"☆12Updated 2 years ago
- Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"☆58Updated 2 years ago
- [CVPR 2022] "Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free" by Tianlong Chen*, Zhenyu Zhang*, Yihua Zhang*, Shiyu C…☆26Updated 2 years ago
- ☆32Updated 10 months ago
- [NeurIPS 2021] Better Safe Than Sorry: Preventing Delusive Adversaries with Adversarial Training☆31Updated 3 years ago
- Fighting Gradients with Gradients: Dynamic Defenses against Adversarial Attacks☆39Updated 4 years ago
- Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)☆50Updated 2 years ago
- [Preprint] On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping☆10Updated 5 years ago
- ☆25Updated 6 years ago
- ☆48Updated 4 years ago
- [NeurIPS 2022] "Randomized Channel Shuffling: Minimal-Overhead Backdoor Attack Detection without Clean Datasets" by Ruisi Cai*, Zhenyu Zh…☆20Updated 2 years ago
- Official code for FAccT'21 paper "Fairness Through Robustness: Investigating Robustness Disparity in Deep Learning" https://arxiv.org/abs…☆13Updated 4 years ago
- Camouflage poisoning via machine unlearning☆17Updated 2 weeks ago
- Craft poisoned data using MetaPoison☆52Updated 4 years ago
- This is the implementation of our paper 'Open-sourced Dataset Protection via Backdoor Watermarking', accepted by the NeurIPS Workshop on …☆21Updated 3 years ago
- ConvexPolytopePosioning☆35Updated 5 years ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆53Updated 2 years ago
- ☆13Updated 3 years ago
- ☆30Updated 3 years ago
- Attacks using out-of-distribution adversarial examples☆12Updated 5 years ago
- ☆26Updated 6 years ago
- ☆11Updated 5 years ago
- Defending Against Backdoor Attacks Using Robust Covariance Estimation☆21Updated 4 years ago