This project attacked widely-used EEG spellers, e.g., P300 spellers and SSVEP spellers, with adversarial perturbation templates. We constructed these templates to perform target attacks on EEG spellers, demonstrating that the spellers can be manipulated to output anything the attacker wants when added the templates.
☆14Jul 14, 2020Updated 6 years ago
Alternatives and similar repositories for Speller-Attacks
Users that are interested in Speller-Attacks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is a toolbox to construct adversarial examples of EEG signals. The traditional EEG extraction methods and classifiers are re-impleme…☆16Jul 27, 2019Updated 7 years ago
- This project is mainly about Local Field Potential (LFP).☆10Apr 12, 2018Updated 8 years ago
- A Vanilla CNN model on P300 Speller ERP☆10Sep 2, 2026Updated 2 months ago
- Utilities and examples of EEG analysis with Python☆15Apr 6, 2023Updated 3 years ago
- ☆13Nov 24, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 1D Convolutional Neural Networks for P300 detection from EEG signals☆93Jan 21, 2023Updated 3 years ago
- BCI project using Deep Learning to decode EEG signals.☆20Nov 22, 2019Updated 6 years ago
- Welcome to the 30DayDevChallenge repository! This repository is dedicated to a month-long coding challenge designed to help developers of…☆21Aug 14, 2025Updated last year
- Manifold Embedded Knowledge Transfer for Brain-Computer Interfaces (MEKT)☆47Feb 1, 2021Updated 5 years ago
- This is a community implementation of EEG-ConvTransformer☆17May 19, 2023Updated 3 years ago
- Demonstrate the code used in "Using Recurrent Neural Networks for P300-Based Brain-Computer Interface"☆31Feb 6, 2018Updated 8 years ago
- Code for reproducing figures and results in the paper ``Early stopping in deep networks: Double descent and how to eliminate it''☆15Jun 27, 2022Updated 4 years ago
- An comparative study on the paper Exploring Generalization in Deep Learning https://papers.nips.cc/paper/7176-exploring-generalization-in…☆10Jun 25, 2019Updated 7 years ago
- This repository is the official implementation of “Different Set Domain Adaptation for Brain Computer Interfaces: A Label Alignment Appro…☆22Dec 25, 2021Updated 4 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.
- Implemented an EEG processing toolkit; an Ensemble SVM; a stacked RNN and CNN.☆11Oct 23, 2019Updated 7 years ago
- A Library of Datasets and Algorithms for Brain-Computer Interface☆34Feb 15, 2022Updated 4 years ago
- A comparison of human attention with computational attention mechanisms☆12Jul 3, 2020Updated 6 years ago
- The code for "EEG-based Emotion Recognition Using Convolutional Neural Network with Functional Connections"☆13Dec 8, 2020Updated 5 years ago
- The PyTorch implementation of DANN (Domain-Adversarial Training of Neural Networks).☆10Dec 4, 2023Updated 2 years ago
- 中文常用停用词表（哈工大停用词表、百度停用词表等）☆18Dec 27, 2019Updated 6 years ago
- Deep Learning Models for Brain Computer Interfaces☆32Aug 14, 2018Updated 8 years ago
- Booking gymnasium fields in Tsinghua University☆11Nov 10, 2020Updated 5 years ago
- This repository is the official implementation of “Transfer learning for brain-computer interfaces: A Euclidean space data alignment appr…☆28Dec 25, 2021Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- some code to do emotion recognition on DEAP (RNN, CRNN, VIT, MLPMixer, Fnet)☆11Oct 3, 2022Updated 4 years ago
- This repository contains the code for classification of EEG Signals using P300 Speller Based BCI☆11Aug 26, 2023Updated 3 years ago
- A deep learning project to classify brainwave signals.☆14Jan 27, 2019Updated 7 years ago
- Code for "Self-Distillation as Instance-Specific Label Smoothing"☆15Oct 22, 2020Updated 6 years ago
- Multivariate Electricity Consumption Prediction with Extreme Learning Machine☆10Jun 25, 2018Updated 8 years ago
- MixtureGrowth: Growing Neural Networks by Recombining Learned Parameters☆11Nov 27, 2023Updated 2 years ago
- Federated Learning on Energy Dataset for load forecasting using clustering and sequential DNN methods☆13Sep 19, 2024Updated 2 years ago
- ☆10Aug 13, 2021Updated 5 years ago
- hydra-pl-wandb-sample-project is a NN experiment management code using hydra, pytorch-lightinig, and wandb.☆12Nov 22, 2021Updated 4 years ago
- 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.
- An Open-Source GUI for CNN-based EEG Decoding and Model Interpretation☆20Sep 8, 2022Updated 4 years ago
- Python codes for applying OTDA in MI-BCI☆11Dec 8, 2024Updated last year
- 手写数字识别（包含小数点）☆19Jul 1, 2020Updated 6 years ago
- The code for NeurIPS 2020 paper: Adversarial Crowdsourcing Through Robust Rank-One Matrix Completion.☆10Oct 26, 2020Updated 6 years ago
- Enhancing Efficiency in Multidevice Federated Learning through Data Selection☆13Apr 15, 2024Updated 2 years ago
- (KDD’24) Using Self-Supervised Learning Can Improve Model Fairness.☆11Jun 5, 2024Updated 2 years ago
- [ICLR 2021: Spotlight] Source code for the paper "A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Infer…☆15Feb 16, 2022Updated 4 years ago