On Favicons: From Browser Icons to Attack Surface Intelligence

Favicons are small, static, and rarely changed, which makes them a surprisingly durable fingerprint for identifying software across the internet. Bishop Fox built an AI-assisted pipeline to hash and enrich them at scale, and this post shares the methodology, the dataset, and why it matters.