ain-soph / trojanzooView external linksLinks
TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classification in deep learning.
☆302Aug 25, 2025Updated 5 months ago
Alternatives and similar repositories for trojanzoo
Users that are interested in trojanzoo are comparing it to the libraries listed below
Sorting:
- A list of backdoor learning resources☆1,158Jul 31, 2024Updated last year
- The open-sourced Python toolbox for backdoor attacks and defenses.☆641Sep 27, 2025Updated 4 months ago
- ☆581Jul 4, 2025Updated 7 months ago
- Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.☆378Feb 5, 2023Updated 3 years ago
- Code for "Label-Consistent Backdoor Attacks"☆57Nov 22, 2020Updated 5 years ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆37Jul 22, 2024Updated last year
- Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…☆314Feb 28, 2020Updated 5 years ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆135Nov 11, 2024Updated last year
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆128Jan 18, 2022Updated 4 years ago
- Code Repository for the Paper ---Revisiting the Assumption of Latent Separability for Backdoor Defenses (ICLR 2023)☆47Feb 28, 2023Updated 2 years ago
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆193Sep 26, 2022Updated 3 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆133Oct 24, 2023Updated 2 years ago
- A unified benchmark problem for data poisoning attacks☆161Oct 4, 2023Updated 2 years ago
- A compact toolbox for backdoor attacks and defenses.☆191Jul 16, 2024Updated last year
- ☆83Aug 3, 2021Updated 4 years ago
- ☆50Aug 30, 2024Updated last year
- Trojan Attack on Neural Network☆191Mar 25, 2022Updated 3 years ago
- Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"☆63May 8, 2023Updated 2 years ago
- ☆68Sep 29, 2020Updated 5 years ago
- ☆27Feb 1, 2023Updated 3 years ago
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆51Jun 1, 2022Updated 3 years ago
- Official Repository for the CVPR 2020 paper "Universal Litmus Patterns: Revealing Backdoor Attacks in CNNs"☆44Oct 24, 2023Updated 2 years ago
- ☆151Oct 9, 2024Updated last year
- Invisible Backdoor Attack with Sample-Specific Triggers☆105Aug 2, 2022Updated 3 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
- Anti-Backdoor learning (NeurIPS 2021)☆83Jul 20, 2023Updated 2 years ago
- Official implementation of the CVPR 2022 paper "Backdoor Attacks on Self-Supervised Learning".☆76Oct 24, 2023Updated 2 years ago
- Backdoor Safety Tuning (NeurIPS 2023 & 2024 Spotlight)☆27Nov 18, 2024Updated last year
- ☆25Nov 12, 2022Updated 3 years ago
- Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)☆313Jul 25, 2024Updated last year
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆61Nov 12, 2024Updated last year
- A repository to quickly generate synthetic data and associated trojaned deep learning models☆84Jun 12, 2023Updated 2 years ago
- ☆101Oct 19, 2020Updated 5 years ago
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆47Nov 3, 2018Updated 7 years ago
- ☆10Oct 31, 2022Updated 3 years ago
- DBA: Distributed Backdoor Attacks against Federated Learning (ICLR 2020)☆202Aug 5, 2021Updated 4 years ago
- ☆20May 6, 2022Updated 3 years ago
- An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)☆200Apr 10, 2023Updated 2 years ago
- Codes for the ICLR 2022 paper: Trigger Hunting with a Topological Prior for Trojan Detection☆11Sep 19, 2023Updated 2 years ago