Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems
☆28Apr 1, 2021Updated 5 years ago
Alternatives and similar repositories for Februus
Users that are interested in Februus are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- VSCode Extension for better development experience in ide for databricks☆20Apr 14, 2026Updated 5 months ago
- Pytorch Implementation from this paper: https://arxiv.org/pdf/2206.07840.pdf☆17Mar 1, 2026Updated 7 months ago
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆48Nov 3, 2018Updated 7 years ago
- AdvDoor: Adversarial Backdoor Attack of Deep Learning System☆32Nov 5, 2024Updated last year
- ☆49Aug 30, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- An evaluation framework for mitigating DNN backdoor attacks using data augmentations☆11Dec 10, 2020Updated 5 years ago
- 复现了下Neural Cleanse这篇论文，真的是简单而有效，发在了okaland☆32Jul 2, 2026Updated 3 months ago
- FedDefender is a novel defense mechanism designed to safeguard Federated Learning from the poisoning attacks (i.e., backdoor attacks).☆16Jul 6, 2024Updated 2 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 last year
- ☆27Jan 25, 2019Updated 7 years ago
- ☆26Jan 28, 2024Updated 2 years ago
- A list of backdoor learning resources☆1,186Jul 31, 2024Updated 2 years ago
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆29Feb 8, 2021Updated 5 years ago
- ☆23Nov 18, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code for paper "Poisoned classifiers are not only backdoored, they are fundamentally broken"☆26Jan 7, 2022Updated 4 years ago
- Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…☆327Feb 28, 2020Updated 6 years ago
- ☆107Oct 19, 2020Updated 5 years ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆106Aug 2, 2022Updated 4 years ago
- Trojan Attack on Neural Network☆192Mar 25, 2022Updated 4 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆132Oct 24, 2023Updated 2 years ago
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆304Aug 25, 2025Updated last year
- A Pytroch Implementation of Some Backdoor Attack Algorithms, Including BadNets, SIG, FIBA, FTrojan ...☆23Dec 7, 2024Updated last year
- Implementation of An Invisible Black-box Backdoor Attack through Frequency Domain☆21Sep 29, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 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 4 years ago
- ☆21Aug 7, 2023Updated 3 years ago
- ☆63Aug 9, 2023Updated 3 years ago
- deep learning, malware detection, predictive uncertainty, dataset shift, calibration, uncertainty quantification, android malware☆17Nov 30, 2021Updated 4 years ago
- Official Repository for the CVPR 2020 paper "Universal Litmus Patterns: Revealing Backdoor Attacks in CNNs"☆45Oct 24, 2023Updated 2 years ago
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆27Jul 3, 2025Updated last year
- ☆88Nov 14, 2023Updated 2 years ago
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆52Jun 1, 2022Updated 4 years ago
- ☆10May 25, 2025Updated last year
- 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.
- Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.☆386Feb 5, 2023Updated 3 years ago
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆197Sep 26, 2022Updated 4 years ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆40Jul 22, 2024Updated 2 years ago
- A sybil-resilient distributed learning protocol.☆115Sep 9, 2025Updated last year
- ☆11Oct 12, 2020Updated 5 years ago
- Scripts to prepare OXFORD VGG Face dataset☆12Mar 29, 2016Updated 10 years ago
- LISA Traffic Signs Dataset for Pytorch. For Classification. 32x32 images. I use this to reproduce the Activation Clustering Results.☆21Jan 12, 2021Updated 5 years ago