Official implementation of the CVPR 2022 paper "Backdoor Attacks on Self-Supervised Learning".
☆75Oct 24, 2023Updated 2 years ago
Alternatives and similar repositories for SSL-Backdoor
Users that are interested in SSL-Backdoor are comparing it to the libraries listed below
Sorting:
- ☆83Aug 3, 2021Updated 4 years ago
- An Embarrassingly Simple Backdoor Attack on Self-supervised Learning☆20Jan 24, 2024Updated 2 years ago
- [CVPR 2024] "Data Poisoning based Backdoor Attacks to Contrastive Learning": official code implementation.☆16Feb 10, 2025Updated last year
- ☆20May 6, 2022Updated 3 years ago
- Code for the CVPR '23 paper, "Defending Against Patch-based Backdoor Attacks on Self-Supervised Learning"☆10Jun 9, 2023Updated 2 years ago
- Code repository for the paper --- [USENIX Security 2023] Towards A Proactive ML Approach for Detecting Backdoor Poison Samples☆30Jul 11, 2023Updated 2 years ago
- ☆27Feb 1, 2023Updated 3 years ago
- ☆11Jan 25, 2022Updated 4 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆132Oct 24, 2023Updated 2 years ago
- [IEEE TIP] Offical implementation for the work "BadCM: Invisible Backdoor Attack against Cross-Modal Learning".☆14Aug 30, 2024Updated last year
- Codes for the ICLR 2022 paper: Trigger Hunting with a Topological Prior for Trojan Detection☆11Sep 19, 2023Updated 2 years ago
- Code for "Label-Consistent Backdoor Attacks"☆57Nov 22, 2020Updated 5 years ago
- Code Repository for the Paper ---Revisiting the Assumption of Latent Separability for Backdoor Defenses (ICLR 2023)☆47Feb 28, 2023Updated 3 years ago
- ICCV 2021, We find most existing triggers of backdoor attacks in deep learning contain severe artifacts in the frequency domain. This Rep…☆48Apr 27, 2022Updated 3 years ago
- ☆19Mar 26, 2022Updated 3 years ago
- ☆13Oct 21, 2021Updated 4 years ago
- ☆32Sep 3, 2024Updated last year
- ☆23Aug 24, 2020Updated 5 years ago
- Reconstructive Neuron Pruning for Backdoor Defense (ICML 2023)☆39Dec 24, 2023Updated 2 years ago
- [CCS 2024] "BadMerging: Backdoor Attacks Against Model Merging": official code implementation.☆35Aug 22, 2024Updated last year
- Code for paper "Poisoned classifiers are not only backdoored, they are fundamentally broken"☆26Jan 7, 2022Updated 4 years ago
- [Preprint] Backdoor Attacks on Federated Learning with Lottery Ticket Hypothesis☆10Sep 23, 2021Updated 4 years ago
- ☆591Jul 4, 2025Updated 8 months ago
- ☆10Oct 31, 2022Updated 3 years ago
- ☆32Mar 4, 2022Updated 4 years ago
- This repository is the official implementation of the paper "ASSET: Robust Backdoor Data Detection Across a Multiplicity of Deep Learning…☆19Jun 7, 2023Updated 2 years ago
- ☆19Jun 21, 2021Updated 4 years ago
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆302Aug 25, 2025Updated 6 months ago
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆29Feb 8, 2021Updated 5 years ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆106Aug 2, 2022Updated 3 years ago
- [NeurIPS 2022] "Randomized Channel Shuffling: Minimal-Overhead Backdoor Attack Detection without Clean Datasets" by Ruisi Cai*, Zhenyu Zh…☆21Oct 1, 2022Updated 3 years ago
- Code for identifying natural backdoors in existing image datasets.☆15Aug 24, 2022Updated 3 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆84Jul 20, 2023Updated 2 years ago
- ☆69Feb 17, 2024Updated 2 years ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆38Jul 22, 2024Updated last year
- Code for "Neural Tangent Generalization Attacks" (ICML 2021)☆41Jul 29, 2021Updated 4 years ago
- Data-Efficient Backdoor Attacks☆20Jun 15, 2022Updated 3 years ago
- AdvDoor: Adversarial Backdoor Attack of Deep Learning System☆32Nov 5, 2024Updated last year
- Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"☆62May 8, 2023Updated 2 years ago