this post was submitted on 28 May 2026
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[–] panda_abyss@lemmy.ca 7 points 1 hour ago* (last edited 1 hour ago) (1 children)

I studied data mining (now machine learning) and statistics.

I’ve spent my career explicitly NOT plying my knowledge this way. I don’t know how people do it.

I’d say my deep knowledge on how to track people has made me pretty averse to a lot of online things.

You know you can build marketing attribution systems and advertising metrics without violating user privacy.

But advertisers really like the idea of invading privacy and they pay out the nose for it.

[–] Mearcfara@lemmy.ml 3 points 52 minutes ago (1 children)

Good on you. Few are willing to take the overgrown path. And, funny how people who work with the subject matter often avoid it- the cybersecurity guy who doesn't own a computer, the guy who services food processing equipment who refuses to buy premade food, the guy who works/ed for the DoD who doesn't own a phone, etc.

Would you mind sharing some of the online things you're averse to, besides all that is implied by being on the Fediverse? I'm still new to this stuff.

[–] panda_abyss@lemmy.ca 2 points 33 minutes ago

Just things that can be correlated. Time, device, network, accounts, and apps all correlate. Precise location, device sensors, etc also correlate.

You have to decide what you want security or privacy against, then you have to be mindful always.

Every internet connection is a fingerprint.

E.g. The second you use that device on an VPN all your apps phoning home, checking notifications, logging events, etc. collapse your profile and deanonymize your anonymous activity.

So I actually use a dedicated device for anything I want a VPN on.

Opsec almost requires that you need a public device for your regular use, and a secondary device with limited scope, third party OS for higher privacy for anything you actually don’t want to share.

It’s safer to tunnel specific whitelisted connections through a VPN than whole device VPN for that reason (the less traffic goes to VPN the better). iOS VPN doesn’t work for that reason.

If you want VPN security, the best way is to run a container with only VPN networking, then a second container with the service you want protected and route all networking through the VPN container.

Also, say no to Chrome based apps looking for devices on your network. That uniquely fingerprints you across tons of surfaces.

They say it’s for chrome cast or something but it’s too much info to share.