How VPN & Proxy Domains Are Detected
Web-filtering policy is only as strong as its weakest bypass. VPNs, web proxies, and anonymizers let users tunnel around content controls, defeating CIPA filtering in schools, acceptable-use policy in workplaces, and data-protection controls in regulated industries. Classifying anonymization infrastructure — commercial VPN providers, public and private proxies, and web-based circumventors — restores the integrity of the policy. Our category covers more than 1.4 million such domains.
Commercial VPN and proxy services advertise themselves openly, publish endpoint lists, and operate recognisable client-download and account-portal domains. These are mapped directly. The harder problem is the long tail of free web proxies, self-hosted circumventors, and constantly rotating public proxy lists, which are detected through hosting fingerprints, page-template matching, and the characteristic behaviour of proxy front-ends.
Circumvention tools evolve quickly, so static lists decay. Our pipeline weights template reuse across free-proxy sites, hosting concentration, and the rapid registration patterns typical of throwaway proxy domains. Anonymization networks and their bridge or relay infrastructure are tracked where publicly observable, and the whole category is re-scored continuously as services appear and disappear.