ICCV 2021, We find most existing triggers of backdoor attacks in deep learning contain severe artifacts in the frequency domain. This Repo. explores how we can use these artifacts to develop stronger backdoor defenses and attacks.
☆48Apr 27, 2022Updated 4 years ago
Alternatives and similar repositories for frequency-backdoor
Users that are interested in frequency-backdoor are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆19Mar 26, 2022Updated 4 years ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆105Aug 2, 2022Updated 4 years ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆53Nov 16, 2022Updated 3 years ago
- ☆20May 6, 2022Updated 4 years ago
- Codes for the ICLR 2022 paper: Trigger Hunting with a Topological Prior for Trojan Detection☆11Sep 19, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Source code for ECCV 2022 Poster: Data-free Backdoor Removal based on Channel Lipschitzness☆39Jan 9, 2023Updated 3 years ago
- Data-Efficient Backdoor Attacks☆20Jun 15, 2022Updated 4 years ago
- [CVPR 2022] "Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free" by Tianlong Chen*, Zhenyu Zhang*, Yihua Zhang*, Shiyu C…☆28Oct 5, 2022Updated 4 years ago
- Code Repository for the Paper ---Revisiting the Assumption of Latent Separability for Backdoor Defenses (ICLR 2023)☆49Feb 28, 2023Updated 3 years ago
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆64Nov 12, 2024Updated 2 years ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆140Nov 11, 2024Updated 2 years ago
- Code for "Label-Consistent Backdoor Attacks"☆59Nov 22, 2020Updated 5 years ago
- Code for paper 'FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis'☆40Sep 12, 2022Updated 4 years ago
- Implementation of An Invisible Black-box Backdoor Attack through Frequency Domain☆21Sep 29, 2022Updated 4 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.
- ☆22Sep 16, 2022Updated 4 years ago
- Codes for Dual Stealthy Backdoor☆14Feb 10, 2024Updated 2 years ago
- competition☆16Aug 1, 2020Updated 6 years ago
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆27Jul 3, 2025Updated last year
- ☆10Oct 31, 2022Updated 4 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 …☆20Apr 27, 2023Updated 3 years ago
- Official implementation of the CVPR 2022 paper "Backdoor Attacks on Self-Supervised Learning".☆76Oct 24, 2023Updated 3 years ago
- ☆23Aug 24, 2020Updated 6 years ago
- Implementation of Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning paper☆21Jun 3, 2020Updated 6 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- The official implementation of the CCS'23 paper, Narcissus clean-label backdoor attack -- only takes THREE images to poison a face recogn…☆125May 9, 2023Updated 3 years ago
- This is the official implementation of our paper 'Black-box Dataset Ownership Verification via Backdoor Watermarking'.☆29May 1, 2026Updated 6 months ago
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆24Apr 5, 2022Updated 4 years ago
- Code for identifying natural backdoors in existing image datasets.☆15Aug 24, 2022Updated 4 years ago
- ☆26Jan 11, 2023Updated 3 years ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆40Jul 22, 2024Updated 2 years ago
- Defending Against Backdoor Attacks Using Robust Covariance Estimation☆23Jul 12, 2021Updated 5 years ago
- ☆20Aug 7, 2023Updated 3 years ago
- Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"☆65May 8, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Bullseye Polytope Clean-Label Poisoning Attack☆19Nov 5, 2020Updated 6 years ago
- ☆12Mar 5, 2024Updated 2 years ago
- How Robust are Randomized Smoothing based Defenses to Data Poisoning? (CVPR 2021)☆14Jul 16, 2021Updated 5 years ago
- The code for the "Dynamic Backdoor Attacks Against Machine Learning Models" paper☆16Nov 20, 2023Updated 2 years ago
- [CCS'24] Official Implementation of "Fisher Information guided Purification against Backdoor Attacks"☆15Oct 29, 2025Updated last year
- AdvDoor: Adversarial Backdoor Attack of Deep Learning System☆32Nov 5, 2024Updated 2 years ago
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆29Feb 8, 2021Updated 5 years ago
Are these results useful?