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Comment by itintheory

14 hours ago

What kind of fingerprinting are you thinking of? JA4? I haven't found a way to do that inexpensively at our scale, but we may have to go that route - looking at CloudFront bot mitigation.

For behavioral, we have Anubis honeypot functionality turned on, but it doesn't seem to be effective for 99% of scrapers. Anubis is also running behind TLS termination, so I don't think it can do full JA4. It does have the less robust JA4H apparently, but I'm not sure how effective that will be.

Edit: Oh yeah, forgot to mention - it's almost 100% residential proxies. Primarily China Telecom and China Unicom. Unfortunately those providers are HUGE and also host a ton of legitimate users all over Asia.

> What kind of fingerprinting are you thinking of?

I'm minding a proprietary application where this is being discussed. The vendor is talking about running Javascript in the client to detect headless browsers, bots, etc. I'm guessing they're going to license something off-the-shelf. The technical specifics aren't being discussed. They're at the "wow the stakeholders" phase.

I'd like to do something ourselves but, at the size of the org I'm talking about (with virtually no in-house dev resources), COTS rules the day.