jinyuan-jia / BaggingCertifyDataPoisoning
☆10Updated 4 years ago
Alternatives and similar repositories for BaggingCertifyDataPoisoning:
Users that are interested in BaggingCertifyDataPoisoning are comparing it to the libraries listed below
- Code for the paper "Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks"☆12Updated 2 years ago
- RAB: Provable Robustness Against Backdoor Attacks☆39Updated last year
- ☆19Updated 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
- [Preprint] On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping☆10Updated 4 years ago
- verifying machine unlearning by backdooring☆20Updated last year
- The official implementation of USENIX Security'23 paper "Meta-Sift" -- Ten minutes or less to find a 1000-size or larger clean subset on …☆18Updated last year
- ☆24Updated 2 years ago
- KNN Defense Against Clean Label Poisoning Attacks☆12Updated 3 years ago
- ☆19Updated 5 months ago
- The code is for our NeurIPS 2019 paper: https://arxiv.org/abs/1910.04749☆33Updated 4 years ago
- This repository is the official implementation of the paper "ASSET: Robust Backdoor Data Detection Across a Multiplicity of Deep Learning…☆17Updated last year
- How Robust are Randomized Smoothing based Defenses to Data Poisoning? (CVPR 2021)☆13Updated 3 years ago
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆24Updated 2 years ago
- Defending Against Backdoor Attacks Using Robust Covariance Estimation☆21Updated 3 years ago
- ☆20Updated last year
- Backdoor Safety Tuning (NeurIPS 2023 & 2024 Spotlight)☆25Updated 3 months ago
- Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"☆57Updated last year
- ☆23Updated 2 years ago
- Camouflage poisoning via machine unlearning☆16Updated 2 years ago
- ☆11Updated 2 years ago
- Code for "On the Trade-off between Adversarial and Backdoor Robustness" (NIPS 2020)☆17Updated 4 years ago
- ☆19Updated 2 years ago
- ☆45Updated 5 years ago
- ☆25Updated 6 years ago
- [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning☆32Updated 2 years ago
- ☆23Updated 3 years ago
- Pytorch implementation of backdoor unlearning.☆17Updated 2 years ago
- ☆31Updated 5 months ago
- Private Adaptive Optimization with Side Information (ICML '22)☆16Updated 2 years ago