Understanding how cyber threats and online exposure work is the first step in protecting people, preventing doxxing, and helping victims report harmful actors to the right authorities.
Explore the Workflow How to ReportFrom threat identification to containment and recovery, I break down how cyber incidents are understood, investigated, and mitigated.
Read moreOSINT is the discipline of collecting publicly available information responsibly. Learn how it works and why it matters for safety.
Read moreDigital hygiene, exposure reduction, and fast response tactics to keep personal information out of hostile hands.
Read moreGuidance on preserving evidence and reporting cybercrime, doxxing, swatting, and stalking to law enforcement and platform safety teams.
Read moreFree tools, reporting channels, and the 10,000+ OSINT tool directory I built for defensive research.
Read moreLife-safety guidance for swatting threats and how to reduce the public information that enables them.
Read moreMalicious actors use the same open data that researchers and investigators use. The difference is intent. My work is defensive: mapping how information is exposed, how it can be misused, and how ordinary people can protect themselves and help authorities respond.
This portfolio does not enable doxxing, harassment, or unauthorized investigations. It explains the mechanics of cyber and OSINT workflows so that victims, advocates, and law-abiding researchers can make safer decisions.
Information sharing is central to defensive work. I publish curated guidance, tool directories, and plain-language explanations so that anyone facing online harassment, impersonation, or doxxing can act quickly and report safely. The faster a victim understands the situation, the faster they can protect themselves and preserve evidence for investigators.
