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:
- 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 last year
- 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☆32May 25, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- FedDefender is a novel defense mechanism designed to safeguard Federated Learning from the poisoning attacks (i.e., backdoor attacks).☆16Jul 6, 2024Updated last year
- ☆22Dec 14, 2023Updated 2 years ago
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆62Nov 12, 2024Updated last year
- ☆23Nov 18, 2022Updated 3 years ago
- A list of backdoor learning resources☆1,177Jul 31, 2024Updated last year
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆28Feb 8, 2021Updated 5 years ago
- ☆21Aug 7, 2023Updated 2 years ago
- Code for paper "Poisoned classifiers are not only backdoored, they are fundamentally broken"☆26Jan 7, 2022Updated 4 years ago
- A repository to quickly generate synthetic data and associated trojaned deep learning models☆84Jun 12, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…☆322Feb 28, 2020Updated 6 years ago
- ☆106Oct 19, 2020Updated 5 years ago
- A pytorch implementation of "Adversarial Examples in the Physical World"☆18Sep 4, 2019Updated 6 years ago
- Trojan Attack on Neural Network☆190Mar 25, 2022Updated 4 years ago
- A Pytroch Implementation of Some Backdoor Attack Algorithms, Including BadNets, SIG, FIBA, FTrojan ...☆23Dec 7, 2024Updated last year
- 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…☆303Aug 25, 2025Updated 10 months ago
- Implementation of An Invisible Black-box Backdoor Attack through Frequency Domain☆21Sep 29, 2022Updated 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 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆64Aug 9, 2023Updated 2 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
- ☆87Nov 14, 2023Updated 2 years ago
- ☆20May 16, 2024Updated 2 years ago
- ☆11Oct 12, 2020Updated 5 years ago
- Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.☆382Feb 5, 2023Updated 3 years ago
- ☆10May 25, 2025Updated last year
- Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)☆316Jul 25, 2024Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆197Sep 26, 2022Updated 3 years ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆40Jul 22, 2024Updated last year
- A sybil-resilient distributed learning protocol.☆113Sep 9, 2025Updated 9 months ago
- ☆15Sep 6, 2022Updated 3 years ago
- Target Agnostic Attack on Deep Models: Exploiting Security Vulnerabilities of Transfer Learning☆10Jul 2, 2019Updated 6 years ago
- ☆11Jan 27, 2018Updated 8 years ago
- A PyTorch implementation of ClipPrompt based on CVPR 2023 paper "CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained…☆18Nov 5, 2023Updated 2 years ago