Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems
☆28Apr 1, 2021Updated 4 years ago
Alternatives and similar repositories for Februus
Users that are interested in Februus are comparing it to the libraries listed below
Sorting:
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆47Nov 3, 2018Updated 7 years ago
- AdvDoor: Adversarial Backdoor Attack of Deep Learning System☆32Nov 5, 2024Updated last year
- ☆50Aug 30, 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
- Code for paper "Poisoned classifiers are not only backdoored, they are fundamentally broken"☆26Jan 7, 2022Updated 4 years ago
- ☆26Jan 25, 2019Updated 7 years ago
- An evaluation framework for mitigating DNN backdoor attacks using data augmentations☆11Dec 10, 2020Updated 5 years ago
- A repository to quickly generate synthetic data and associated trojaned deep learning models☆84Jun 12, 2023Updated 2 years ago
- 复现了下Neural Cleanse这篇论文，真的是简单而有效，发在了okaland☆33May 25, 2021Updated 4 years ago
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆29Feb 8, 2021Updated 5 years ago
- FedDefender is a novel defense mechanism designed to safeguard Federated Learning from the poisoning attacks (i.e., backdoor attacks).☆15Jul 6, 2024Updated last year
- ☆22Dec 14, 2023Updated 2 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆133Oct 24, 2023Updated 2 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 6 years ago
- ☆20Aug 7, 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
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆302Aug 25, 2025Updated 6 months ago
- Implementation of An Invisible Black-box Backdoor Attack through Frequency Domain☆21Sep 29, 2022Updated 3 years ago
- Trojan Attack on Neural Network☆190Mar 25, 2022Updated 3 years ago
- A pytorch implementation of "Adversarial Examples in the Physical World"☆18Sep 4, 2019Updated 6 years ago
- ☆23Aug 24, 2020Updated 5 years ago
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆51Jun 1, 2022Updated 3 years ago
- ☆61Aug 9, 2023Updated 2 years ago
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Jul 3, 2025Updated 7 months ago
- Artifacts for SLAP: Improving Physical Adversarial Examples with Short-Lived Adversarial Perturbations☆28Oct 22, 2021Updated 4 years 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
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆193Sep 26, 2022Updated 3 years ago
- ☆37Jul 3, 2024Updated last year
- Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)☆314Jul 25, 2024Updated last year
- code of paper "IMPRESS: Evaluating the Resilience of Imperceptible Perturbations Against Unauthorized Data Usage in Diffusion-Based Gene…☆34May 23, 2024Updated last year
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆236Mar 15, 2024Updated last year
- 深度学习☆10Jun 9, 2017Updated 8 years ago
- A project from EECS6414M of Winter 2020 at York University☆11Mar 26, 2020Updated 5 years ago
- Official Implementation for CVPR 2025 paper Instant Adversarial Purification with Adversarial Consistency Distillation.☆15Dec 19, 2025Updated 2 months ago
- A Snippet generator for opencv.☆10Mar 2, 2024Updated last year
- 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
- CS 496: Special Topics in Data Systems Seminar (Fall 2022)☆11Nov 15, 2022Updated 3 years ago
- [CVPR2025] Divide and Conquer: Heterogeneous Noise Integration for Diffusion-based Adversarial Purification☆15Nov 9, 2025Updated 3 months ago
- ☆11Jul 19, 2022Updated 3 years ago