I presented new work on crawling URLs at scale and identifying similar activity using screenshot similarity at DeepSec in November, 2024. I am continuing to work on this topic, using LLMs and crawling optimization to better build it out. I’ll be presenting again at Qubit Prague, May 22, 2025.

My hope is to make this a publicly accessible service before speaking in Prague, but it uses a lot of resources. I run it all out of my house (and on some VPS’s in various places). I’m not yet sure how to make it publicly available without causing a server to melt with enough people using it…