I was thinking of having it run as a cron on my laptop. Log in via chromedriver, accept a random couple of suggested friends. Download some random images and upload it tagging myself. Grab some random comments off twitter and post it as my own. Like random posts. Remove a few real friends. Repeat.
Maybe even Facebook Munging as a Service. :D
Train a NN/markov chain on enough of my own and publicly available facebook posts and comments that I can make it spew out realistic-looking posts and comments on demand.
Make another script that likes and unlikes pages, joins and leaves groups.
Make another that uploads random photos (or randomly generated image content) and tags me in them.
Stitch them all together into something that runs all of those on my account, generate so much noise that it becomes a tedious exercise to identify real comments and posts simply by virtue of volume.
For bonus points, run it from my home computer.
Would it be perfect? Probably not, there's probably way more you could do to simulate a real user, but it'd make a fun project if nothing else.
Seriously though, Subreddit Simulator is probably actually a pretty good idea: a lot of them come with a handy image/gif attached and occasionally you get results that could pass as being written by a human.
It is someones daily job to try rand enrich the data they are getting from you, you are working on your bot(s) on your spare time. You just purely can not spend as much resources to keep ahead of the algorithm.
EvilCorp™ will always gain more benefit out of adapting the algorithm to even include/exclude your bot since they get profit gains across the board.
More over you need to spend a lot of time on your bot(s) to make them blend in. I'm not saying; "don't do it", I'm saying; "it is going to be hard to get real benefits"
There might be swaths of teams all focused on enriching the data, but you eventually can't derive more information out of a deliberately flat information graph, and all it takes is a few extreme data points to distort the average.
Yeah, Oauth and events is the only thing keeping me on FB. Although, I believe they opened up their event system to non-fb users, probably so they could build shadow profiles.
Not sure what you are gaining with this.
There are plenty of cases where a system would not function correctly if you are actually erasing DB entries when a user clicks the delete button. In many cases, even the users themselves might expect to be able to undo or go to a delete list and see entries that were deleted.
EDIT: In my layman's opinion pressing that button is an explicit request to delete the data. Also the kind of behavior you are suggesting is not private-by-default and goes against the spirit of the law. I don't think that a judge will look kindly on it.
I am not a lawyer. I am not your lawyer. I suggest that you consult a lawyer.
That being said, the jury is still out on whether the EU can successfully collect fines from exclusively US based companies.
Large corporations like Google or Facebook have a presence in the EU and can be fined directly. Good luck in the courts enforcing gdpr to US only companies who have no servers or physical presence there. I imagine it will be a difficult process and not worth the effort in most cases.
Wouldn't leaving personal data lying around in your database like this technically leave you liable to massive fines?
This is based on my personal layman's understanding. I am NOT a lawyer. I am NOT your lawyer. If you need legal advice consult a competent lawyer in your jurisdiction.
It is to prevent people going to their Bank, where they have a credit card or a consumer loan, or a mortgage, and say "can I please be forgotten/be wiped from your systems - oh and the loan too!".
You just store the keys separately, assuming one-way encryption (losing the key) counts as deletion.
But... if deleted data is no longer processed, does that mean it can not longer be used for targeting etc?
Your backups should be cycled after a few months and the deleted data will eventually not be present in any backups.
Data could be thought of as radioactive so long as it has a unique identifier. If you can aggregate your fraud detection data in some way to remove the pseudonymous/personal identifiers then you should. If you can’t, then your usecase needs to justify the risk of keeping that radioactive material around.
Watch out that your aggregates can’t be reverse engineered though. There’s a reasonableness test around how easy it would be to recompile a users profile etc. As technology advances things that were once unreasonable become reasonable think md5). I find it helpful to think of reasonableness being connected to the best 10 people you recently interviewed, or the actions of any competitor in the space. If a prosecutor can point to the competitor and ask why you didn’t do what they did, you need a very good reason to pass reasonableness.
I also strongly suspect that in cases like FB or Google, the judges will happily go for the 4% mark if possible.
Yes, this is a good thing, in opinion. There was a case where a Finnish man was fine 54,000 Euro for speeding, where the fine is calculated based on income[1]. I think this seems like a reasonable way of metering our penalties.
It seems reasonable to me companies should be treated in a similar manner.
1. http://www.bbc.com/news/blogs-news-from-elsewhere-31709454
I'm sure the EU will find some way to spend 2 billion € for something useful. (13% of their net income btw)
If facebook discover a backup from 2012 on a tape that hasn't had items deleted, and adapt their processes so it doesn't happen again, they won't be hit with a $1b fine. If they deliberately refuse to delete people's data as a policy, they will be.
I'm sure Facebook would do anything it could to work around these regulations and lobby as much as possible to have them overturned but I doubt they're reckless enough to simply ignore them and hope for the best.
No human ever directly accessed data so they don’t “know” it exists.
Ad targeter or whatever needs the data keeps working.
This seems like a trivial programming problem. I’m confused by the confusion.
And again, all that for what? Keep profiles on the small minority of users who bother to scrub their profiles, even though these same users are probably not very good targets for ads in the first place? I don't think it would be very rational for Facebook to try something like that unless they're trying to be evil for the sake of being evil.
The onus should be on you to prove you did.
One thing that is cool about all these pushes to teach every kid programming is that it might help instill “data values understanding.” Or whatever you call the source->object->runtime. And how data works.
Too many people confuse software with data “the data is in the app” and confuse it all with a book in a library. You just burn the book and it’s gone. Or you transfer the book from one library to another. This is a good metaphor for usage, but falls apart if you have privacy or security concerns.
Logic that seems natural and instinct to whatever you call people who program/use tech, is incorrectly understood by others. Especially “digital natives” who always had computers and Internet.
My kid has all of his files in google from forever. This breaks down in situations where Google’s interests are out of sync with his own.
"Deleting" only gives the database owner one more piece of information about you: that you wanted to delete that record.