Popular GitHub Repositories for Wifi Fingerprints

(?■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.

WifiForge is a tool developed by Black Hills InfoSec to help train Pentesters on different Wi-Fi attack vectors and Wireless capabilities.

Place recognition with WiFi fingerprints using Autoencoders and Neural Networks

Fingerprint-aware TLS reverse proxy: allow, deny, route, or deceive traffic using JA3, JA4 (+QUIC), JA4H, HTTP/2 fingerprints, and request metadata. Finch outsmarts bad traffic—blocking noise with high-fidelity fingerprints, tarpitting scanners, and dynamically deceiving attackers in real time.

A graph neural network for the prediction of bond dissociation energies for molecules of any charge.

Implementation of the paper Using Synthetic Data to Enhance the Accuracy of Fingerprint-Based Localization: A Deep Learning Approach (IEEE Sensors Letters, 2020), which utilizes Generative Adversarial Networks (GANs) for indoor localiztaion.

Keras implementation of Neural Graph Fingerprints as proposed by Duvenaud et al., 2015

Contrastive pretraining to learn chemical reaction representations (RxnRep) for downstream tasks.

Human Following algorithm implemented on the Adeept AWR 4WD WiFi Smart Robot Car Kit for Raspberry Pi 4 Model. Utilizes YOLOv5 for person detection, empowering the robot to track and follow a human. Accompanied with tailored installation guides for Torch, Torchvision and ROS Noetic on Raspberry Pi 32-bit OS and the robot setup.

Exploring QSAR Models for Activity-Cliff Prediction

Extract Molecular SMILES embeddings from language models pre-trained with various objectives architectures.

Evil-BW16-WebUI is a dual-band (2.4GHz/5GHz) WiFi deauthentication tool for BW16 and ESP32 boards, featuring real-time monitoring, a web-based interface, channel hopping, and advanced packet injection—intended solely for ethical security testing.

Project of drug interactions https://arxiv.org/pdf/2209.09941.pdf https://arxiv.org/pdf/2302.08680.pdf, NeurIPS 2022 (AI for Science)

Multi-Modal action recognition for skeleton sequences, inertial measurements, motion capturing data and Wi-Fi CSI fingerprints.

Uses a GAN to enhance images of Fingerprints

This tool monitors Meshtastic UDP packets, decodes them, and saves the decoded data in JSON format. It also logs the raw UDP packets in PCAP files for deeper network analysis.

My graduation design project/智慧节能型报告厅(模型)设计

Neural Networks for predicting diabetes from Fingerprints.

? Turn an old Lenovo X201 into a full-featured, hardened, AI-ready home server — or use it as a deep server guide for your $20,000 rig. This isn’t just a setup – it’s a statement for real devs, tinkerers & privacy freaks. ?

LIPS (Learning-based Indoor Positioning System) with Maps: research project to determine user's indoor position using Wi-Fi fingerprints