Comprehensive opsec guide covering privacy, anonymity, and security.

aim of this project is to give insight into authenticity of an image using ELA and metadata analysis based weather validation

A simple File Analysis Tool for Kali Linux

Wikidata properties

Combat fake news with cryptographic image verification. Origin Lens analyzes C2PA Content Credentials and EXIF metadata to detect AI-generated content, verify digital signatures, and reveal complete edit history. Privacy-first open source iOS app with on-device verification. (arXiv:2602.03423)

Advanced Discord Forensic Engine to unmask alt accounts and analyze server metadata with high precision

Scripts accompanying the dissertation "Genre analysis and corpus design: 19th century Spanish American novels (1830-1910)"

A Go client example to snapWONDERS API. Perform deep digital media analysis, reveal hidden metadata, hidden metadata, copyrights, steganography and private information leakage.

A PHP client example to snapWONDERS API. Perform deep digital media analysis, reveal hidden metadata, hidden metadata, copyrights, steganography and private information leakage.

A C# client example to snapWONDERS API. Perform deep digital media analysis, reveal hidden metadata, hidden metadata, copyrights, steganography and private information leakage.

Multi-layer OPSEC failure analysis framework - Research-grade threat modeling and signal correlation

COVID19 Case Report Form Analysis - data and collection forms.

From Adoption to Usage: Unveiling Programming Language Patterns and Trends in GitHub Repositories with InsightHub

A forensic & steganographic image analysis tool — uncovers hidden messages and metadata.

A Python client example to snapWONDERS API. Perform deep digital media analysis, reveal hidden metadata, hidden metadata, copyrights, steganography and private information leakage.

TraceLens is a comprehensive desktop application for extracting, analyzing, editing, and managing file metadata with a focus on privacy and forensic risk assessment. Built with Python and Tkinter, it provides both a user-friendly GUI and a powerful command-line interface for professionals, forensic analysts, and privacy-conscious users.

MetaLyzer is a powerful client-side web application designed to reveal the hidden digital DNA inside your files. It extracts deep metadata (EXIF, XMP, IPTC, GPS) from images, videos, and documents entirely within your browser — no data is ever uploaded to a server.

Code for Zhang, et al, Genome Medicine, 2021. Cross-disease tissue data integration on single-cell transcriptomics

Analysis of POE.trade currencies market