Jeff Mixon zaventh

A multi-year personal-research thread: device-free human sensing from Wi-Fi Channel State Information — reproducing WhoFi as a metric-learning retrieval system, plus a graduated occupancy preprint with the kind of statistical scaffolding the field too often skips.

A multi-year research line bridging four ML password-modeling papers — PassGAN, IWGAN, GNPassGAN, PassGPT — into operational cracking workflows, with a hashcat rule generator (pantagrule) on the operational side and Hashtopolis on the distributed-cracking side.

Why the WPA passphrase printed on the bottom of so many ISP-supplied routers isn’t actually random — a pattern, an abstract methodology, and why this kind of research matters for the defender side.