ebagdasa / backdoors101View external linksLinks
Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.
☆378Feb 5, 2023Updated 3 years ago
Alternatives and similar repositories for backdoors101
Users that are interested in backdoors101 are comparing it to the libraries listed below
Sorting:
- Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)☆313Jul 25, 2024Updated last year
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆302Aug 25, 2025Updated 5 months ago
- ICML 2022 code for "Neurotoxin: Durable Backdoors in Federated Learning" https://arxiv.org/abs/2206.10341☆83Apr 1, 2023Updated 2 years ago
- A list of backdoor learning resources☆1,158Jul 31, 2024Updated last year
- DBA: Distributed Backdoor Attacks against Federated Learning (ICLR 2020)☆202Aug 5, 2021Updated 4 years ago
- 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
- Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470☆152Oct 3, 2022Updated 3 years ago
- The open-sourced Python toolbox for backdoor attacks and defenses.☆641Sep 27, 2025Updated 4 months ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆37Jul 22, 2024Updated last year
- CRFL: Certifiably Robust Federated Learning against Backdoor Attacks (ICML 2021)☆74Aug 5, 2021Updated 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
- ☆54Jun 30, 2023Updated 2 years ago
- ☆581Jul 4, 2025Updated 7 months ago
- [ICLR 2023, Best Paper Award at ECCV’22 AROW Workshop] FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning☆60Dec 11, 2024Updated last year
- The code of AAAI-21 paper titled "Defending against Backdoors in Federated Learning with Robust Learning Rate".☆35Oct 3, 2022Updated 3 years ago
- Code for "Label-Consistent Backdoor Attacks"☆57Nov 22, 2020Updated 5 years ago
- 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
- ☆73Jun 7, 2022Updated 3 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆83Jul 20, 2023Updated 2 years ago
- ☆50Aug 30, 2024Updated last year
- ☆27Nov 9, 2022Updated 3 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆133Oct 24, 2023Updated 2 years ago
- ☆23Aug 24, 2020Updated 5 years ago
- Backdoor detection in Federated learning with similarity measurement☆26Apr 30, 2022Updated 3 years ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆135Nov 11, 2024Updated last year
- ☆68Sep 29, 2020Updated 5 years ago
- ☆19Mar 26, 2022Updated 3 years ago
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆24Apr 5, 2022Updated 3 years ago
- AdvDoor: Adversarial Backdoor Attack of Deep Learning System☆32Nov 5, 2024Updated last year
- Code for Data Poisoning Attacks Against Federated Learning Systems☆206Jun 13, 2021Updated 4 years ago
- [NeurIPS 2021] Source code for the paper "Qu-ANTI-zation: Exploiting Neural Network Quantization for Achieving Adversarial Outcomes"☆18Nov 9, 2021Updated 4 years ago
- ☆151Oct 9, 2024Updated last year
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆47Nov 3, 2018Updated 7 years ago
- Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" …☆12Sep 6, 2023Updated 2 years ago
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆193Sep 26, 2022Updated 3 years ago
- ☆31Apr 8, 2020Updated 5 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
- Official Repository for the CVPR 2020 paper "Universal Litmus Patterns: Revealing Backdoor Attacks in CNNs"☆44Oct 24, 2023Updated 2 years ago
- Github Repo for AAAI 2023 paper: On the Vulnerability of Backdoor Defenses for Federated Learning☆41Apr 3, 2023Updated 2 years ago