Popular GitHub Repositories for Sleep Obfuscation

PostgreSQL database anonymization and synthetic data generation tool

Metamorphic cross-compilation of C++ & C-code to PIC, BOF & EXE.

[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"

DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG

Filter sensitive information from free text before sending it to external services or APIs, such as chatbots and LLMs.

U-Time: A Fully Convolutional Network for Time Series Segmentation

SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach

TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo from The Faculty of ICT, Mahidol University and Imperial College London respectively

Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991

Testing platform for covert data exfiltration techniques where sensitive documents are embedded into vector representations and tunneled out under the guise of legitimate RAG operations — bypassing traditional security controls and evading detection through semantic obfuscation.

[IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"

[TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation

Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatics)

Implementation of the reweighted wake-sleep machine learning algorithm

PandaCrypter is a C#-based tool designed to convert PowerShell scripts into obfuscated batch files (.bat) with encryption and additional features for execution control.

[IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"

[Arxiv] Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework

The world's first open-source bipolar & depression detector powered by your Apple Health data.

Towards Domain Free Transformer for Generalized EEG Pre-training

Notebooks for training the classifier of YASA sleep staging