cleverhans-lab / dataset-inferenceLinks
[ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning
☆32Updated 2 years ago
Alternatives and similar repositories for dataset-inference
Users that are interested in dataset-inference are comparing it to the libraries listed below
Sorting:
- ☆19Updated 4 years ago
- RAB: Provable Robustness Against Backdoor Attacks☆39Updated last year
- [NeurIPS 2021] Better Safe Than Sorry: Preventing Delusive Adversaries with Adversarial Training☆31Updated 3 years ago
- Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"☆58Updated 2 years ago
- ICCV 2021, We find most existing triggers of backdoor attacks in deep learning contain severe artifacts in the frequency domain. This Rep…☆44Updated 3 years ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆53Updated 2 years ago
- Code for identifying natural backdoors in existing image datasets.☆15Updated 2 years ago
- ☆24Updated 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
- [ICLR 2023, Spotlight] Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning☆31Updated last year
- ☆19Updated 3 years ago
- The code is for our NeurIPS 2019 paper: https://arxiv.org/abs/1910.04749☆34Updated 5 years ago
- Backdoor Safety Tuning (NeurIPS 2023 & 2024 Spotlight)☆26Updated 7 months ago
- [ICLR2023] Distilling Cognitive Backdoor Patterns within an Image☆36Updated 8 months ago
- ☆19Updated 9 months ago
- ☆13Updated 3 years ago
- ☆51Updated 3 years ago
- ☆82Updated 3 years ago
- the paper "Geometry-aware Instance-reweighted Adversarial Training" ICLR 2021 oral☆59Updated 4 years ago
- Github repo for One-shot Neural Backdoor Erasing via Adversarial Weight Masking (NeurIPS 2022)☆15Updated 2 years ago
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆71Updated last year
- Craft poisoned data using MetaPoison☆52Updated 4 years ago
- ConvexPolytopePosioning☆35Updated 5 years ago
- Code for "Label-Consistent Backdoor Attacks"☆57Updated 4 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆81Updated last year
- Defending against Model Stealing via Verifying Embedded External Features☆36Updated 3 years ago
- ☆32Updated 10 months ago
- Fighting Gradients with Gradients: Dynamic Defenses against Adversarial Attacks☆39Updated 4 years ago
- ☆25Updated 6 years ago
- ☆48Updated 4 years ago