zeyuanyin / LTH-Backdoor
[Preprint] Backdoor Attacks on Federated Learning with Lottery Ticket Hypothesis
☆11Updated 2 years ago
Related projects: ⓘ
- Official Implementation of NIPS 2022 paper Pre-activation Distributions Expose Backdoor Neurons☆13Updated last year
- competition☆17Updated 4 years ago
- verifying machine unlearning by backdooring☆18Updated last year
- ☆19Updated 2 years ago
- The official implementation of USENIX Security'23 paper "Meta-Sift" -- Ten minutes or less to find a 1000-size or larger clean subset on …☆16Updated last year
- ☆17Updated 2 years ago
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆23Updated 2 years ago
- ☆18Updated 3 years ago
- KNN Defense Against Clean Label Poisoning Attacks☆10Updated 2 years ago
- RAB: Provable Robustness Against Backdoor Attacks☆39Updated 11 months ago
- ☆20Updated last year
- Source code for ECCV 2022 Poster: Data-free Backdoor Removal based on Channel Lipschitzness☆28Updated last year
- ☆16Updated 3 years ago
- Github repo for One-shot Neural Backdoor Erasing via Adversarial Weight Masking (NeurIPS 2022)☆14Updated last year
- ☆19Updated 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…☆38Updated 2 years ago
- ☆12Updated 2 years ago
- ☆27Updated 2 years ago
- This repository is the official implementation of the paper "ASSET: Robust Backdoor Data Detection Across a Multiplicity of Deep Learning…☆16Updated last year
- [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning☆30Updated last year
- Code repository for the paper --- [USENIX Security 2023] Towards A Proactive ML Approach for Detecting Backdoor Poison Samples☆19Updated last year
- Camouflage poisoning via machine unlearning☆14Updated last year
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆25Updated 3 years ago
- This is the repository that introduces research topics related to protecting intellectual property (IP) of AI from a data-centric perspec…☆21Updated 10 months ago
- Reconstructive Neuron Pruning for Backdoor Defense (ICML 2023)☆25Updated 8 months ago
- ☆23Updated last year
- Official Repository for ResSFL (accepted by CVPR '22)☆21Updated 2 years ago
- ☆14Updated 3 months ago
- Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"☆52Updated last year
- This is the official implementation of our paper 'Untargeted Backdoor Watermark: Towards Harmless and Stealthy Dataset Copyright Protecti…☆47Updated 6 months ago