✈️ A device that detects for aircraft spoofing by monitoring for malicious ADS-B signals in the 1090MHz frequency. Built using a Raspberry Pi 3B and a FlightAware SDR

A hardware ID (HWID) | spoofer is a programme that alters or substitutes a computer’s unique hardware identifiers (HWIDs) in order to bypass bans (HWID bans) in online games. An HWID is a unique set of hardware identifiers for a computer that anti-cheat systems collect to track | block cheaters.

GhostHardware (2026) — Universal HWID Management Tool for Windows 10/11. Features Kernel-Level Identity Randomization for Disk, BIOS, MAC, and GPU. Built-in Cleaner for Fortnite, Valorant (Vanguard), and EAC/BE protected games. Professional Privacy & Security Framework.

Elyzer is an email header analyzer, written in python, capable of detecting potential spoofing attempts.

A powerful, high-speed 2026 utility engineered for deep hardware ID reconstruction and system-level stealth. This advanced solution executes a complete refresh of HWID, MAC, and Disk Serial identifiers, providing a secure, undetected environment for all premium applications and anti-cheat systems.

A comapartive analysis of voice spoofing detection systems, based on a paper available at https://arxiv.org/abs/2210.00417.

🛡️ GeoSpoof — Browser extension to spoof your geolocation, timezone, and prevent WebRTC IP leaks.

[Drones 2023] Official implementation of A Deep-Learning-Based GPS Signal Spoofing Detection Method for Small UAVs

📡 Automatic Driving LiDAR Spoofing Forensics Datasets

This repository contains all the code developed with the aim of training a machine learning model useful for recognizing whether a fingerprint image is a spoofed or original one.

Working on Synthetic Voice Spoofing Detection using One Class Learning

A universal oboi binary installer. Install oboi email fraud scoring into your command shell environment

A Sever-Client tool detects DNS spoofing. Project done in Summer Workshop held by School of Computing, National University of Singapore.

tool for static analysis of files

Advanced GNSS spoofing detection system using deep learning (99.47% accuracy) with federated learning infrastructure for real-time, privacy-preserving GPS attack mitigation. FYP featuring 5 AI models, React frontend, and cutting-edge distributed detection.

HDD | SSD | Spoof | Spoofer | Hardware | 2026 | For All |

GPS sinyali taklit saldırılarını (GPS spoofing) tespit etmek amacıyla geliştirilmiş bir sistem sunmaktadır. Makine öğrenimi teknikleri ve sinyal işleme yöntemleri kullanılarak, sahte GPS sinyalleri gerçek sinyallerden ayırt edilmekte ve güvenli navigasyon sağlanmaktadır.

precensAI is an AI-driven app for automatic attendance tracking using facial recognition. It ensures real-time detection with anti-spoofing measures, streamlining attendance for classrooms and workplaces. Developed to modernize attendance systems, it was built for AI and tech competitions.

SniffSec is a Python-based network scanning and monitoring tool designed to capture, analyze, and visualize network traffic. It provides functionalities for packet sniffing, ARP and DNS spoofing detection, and real-time network activity monitoring with interactive visualizations.

My implementation of the "Machine Learning and Pattern Recognition" exam project, a.y. 2023-2024 - Politecnico di Torino.