Apple says it will remove services such as FaceTime and iMessage from the UK rather than weaken security if new proposals are made law and acted upon.
Apple says it will remove services such as FaceTime and iMessage from the UK rather than weaken security if new proposals are made law and acted upon.
Nope, Apple sells your data just as much as Google does: insiderintelligence.com/…/apple-ad-revenues-skyro… vox.com/…/apple-iphone-app-store-ads-privacy-anti…
While people noticed their new policies against 3rd party apps, that masked the fact that those policies carved out an exception for first party apps, meaning they collect (anonymous) data on you through Health, Journal, Music, etc. just like every other company. “Trusting them more” is simply a result of you and everyone else getting hit with their privacy ads recently.
Apple earnings show how much its ad business has grown amid iOS 14.5: App Store search ads have benefited greatly from its privacy update—something advertisers have known for a while and regulators won’t be able to ignore for long.
There is a massive leap between collecting data and selling your data.
I am against both but in the digital age actually knowing who has your data is such a relief. My old email got sold to third party’s a bit to many times and to this day 80% of the incoming messages are blatant generic America targeted phishing.
Anonymous data is actually pretty different to the data everyone else collects, which literally has your name and picture
Apple’s data is useful for trends but it can’t be used to study who I am.
Well, then there’s also the people that don’t realize that there are all sorts of programs out there that will try to take that “anonymized” data and then tie it right back to a persons profile.
For example, you can anonymize GPS location data, but just because you strip away identifying information doesn’t mean that you’re truly anonymous. It can still be obvious where you live and where you work. And once you figure out where they live (again based on anonymous data) you can tie that information right back into their profile and continue to track them as if nothing has changed. popularmechanics.com/…/identify-individual-users-…
Not all anonymization techniques are created equal? I’m pretty sure this is fairly obvious at this point to anybody remotely familiar with how data collection works when it comes to privacy and device metrics.
So, how is this relevant to this conversation besides adding more FUD and misinformation?
You sound like you know a lot more than everyone else on this subject so I thank you for your responses as a means to educate others.
Just a word of advice, be sure to treat others with respect rather than assuming the worst of their intentions or calling them idiots because they don’t know as much as you.
My response is still relevant to the conversation as we are talking about “anonymized data”. The link in my comment above proves that just because you are told your data has been “anonymized” does not truly mean that it’s impossible to re-attribute it back to an individual.
So if you trust that Apple has great techniques for data anonymization, that’s awesome, feel free to expand on that and explain why. Just don’t go around telling others that simply having any sort of anonymization technique makes it so you don’t have to worry.
Thanks for the “advice”. Now, let me expand on my position.
The reason why I’m slightly annoyed but everyone’s take here is:
Here’s a few links to put things in perspective as to what and how Apple anonymizes data and how seriously it takes privacy:
apple.com/…/Differential_Privacy_Overview.pdf
www.apple.com/privacy/control/
Read through those, look at Apple’s implementation of TouchID, FaceID and their stance on E2E encryption and tell me again why Apple isn’t serious about privacy, masking and anonymizing data, implementing differential privacy and informing users of what they collect and how users can opt-out of it.
I’ve been reading through the links you posted as well as looking through other sources. I agree Apple is definitely taking more care with how they anonymize data compared to companies such as Netflix or Strava.
In Netflix’s case they released a bunch of “anonymized data” but in just over 2 weeks some researchers were able to de-anonymize some of the data back to particular users: www.cs.utexas.edu/~shmat/netflix-faq.html
I’ve already linked Strava’s mistake with their anonymization of data in my above comment.
and tell me again why Apple isn’t serious about privacy,
I think you must have me confused with someone else, up to this point in our discussion I never said that. I do believe that Apple is serious about privacy, but that doesn’t mean they are immune to mistakes. I’m sure Netflix and Strava thought the same thing.
My whole point is that you can’t trust that it’s impossible to de-anonymize data simply because some organization removes all of what they believe to be identifying data.
GPS data is a fairly obvious one which is why I brought it up. Just because you remove all identifying info about a GPS trace doesn’t stop someone (or some program) from re-attributing that data based on the start/stop locations of those tracks.
I appreciate that Apple is taking steps and using “local differential privacy” to try to mitigate stuff like this as much as possible. However, even they admit in that document that you linked that this only makes it difficult to determine rather than making it impossible:
“Local differential privacy guarantees that it is difficult to determine whether a certain
user contributed to the computation of an aggregate by adding slightly biased noise
to the data that is shared with Apple.”
apple.com/…/Differential_Privacy_Overview.pdf
Now for some counter evidence and reading:
Here’s a brief article about how Anonymized data isn’t as anonymous as you think: techcrunch.com/…/researchers-spotlight-the-lie-of…
And if you just want to skip to it, here’s the link to the study about how anonymized data can be reversed: www.nature.com/articles/s41467-019-10933-3/
informing users of what they collect and how users can opt-out of it.
It would be great if users could just opt-out, however Apple is currently being sued for continuing to collect analytics even on users that have opted out (or at least it appears that way, we’ll have to let the lawsuit play out to see how this goes).
youtu.be/8JxvH80Rrcw
engadget.com/apple-phone-usage-data-not-anonymous…
gizmodo.com/apple-iphone-privacy-settings-third-l…
That DigitalTrends article you linked was okay, but it was written in 2018 before Mysks’s tests.
As for your TechRadar link to Apple’s use of E2EE, that’s great, I’m glad they are using E2EE, but that’s not really relevant to our discussion about anonymizing data and risks running afoul of the #3 point you made for why you are frustrated with the majority of users in this post.
I understand it can be frustrating when people bring up random points like that, I’m assuming your comment for #3 was directed at other users on this post rather than myself. But feel free to call me out if I go too far off on a tangent.
I have tried to stick to my main point which is: just because data has been “anonymized” doesn’t mean it’s impossible to de-anonymize that data.
It’s been a while since I’ve looked up information on this subject, so thank you for contributing to this discussion.
My whole point is that you can’t trust that it’s impossible to de-anonymize data simply because some organization removes all of what they believe to be identifying data.
GPS data is a fairly obvious one which is why I brought it up. Just because you remove all identifying info about a GPS trace doesn’t stop someone (or some program) from re-attributing that data based on the start/stop locations of those tracks.
Looking at all the links you’ve posted… so there’s been cases and studies stating that data can re-identified, but do we have insight into what exact data sets they were looking it at? I tried looking at the Nature study but it doesn’t say how they got the data and what exact vectors they were looking at outside of mention of 15 some parameters such as zip code, address etc. Data pipelines and implementation of metrics vary vastly, per implementation, I’m curious to see where the data set came from, what the use case was for collection, the company behind it, the engineering chops it has etc.
If from a data collection standpoint you’re collecting “zip code” and “address”, you’ve already failed to adhere to good privacy practices, which is what I’m arguing in Apple’s case. You could easily salt and hash a str to obfuscate it, why is it not being done? Data handling isn’t any different than a typical technical problem. There’s risks and benefits associated to an implementation, the question is how well you do it and what are you doing to ensure privacy. The devil is in the detail. Collecting “zip code” and “address” isn’t good practice, so no wonder data become re-identifiable.
youtu.be/8JxvH80Rrcw engadget.com/apple-phone-usage-data-not-anonymous… gizmodo.com/apple-iphone-privacy-settings-third-l…
More FUD. Why aren’t they testing iOS 16? Ok, sure, it’s sending device analytics back… but it could just be a bug? The YT video is showing typical metrics, this isn’t any different to literally any metrics call an embedded device makes. A good comparison would be an Android phone’s metrics call and comparison to it side by side. I’m sorry, I refuse to take seriously a video that says “App Store is watching you” and tries my skews my opinion prior to showing my the data. The data should speak for itself. I see the DSID bit in the Gizmodo article, but that’s a long shot, without any explanation of how to the data is identifiable specifically.
Lastly,
As for your TechRadar link to Apple’s use of E2EE, that’s great, I’m glad they are using E2EE, but that’s not really relevant to our discussion about anonymizing data and risks running afoul of the #3 point you made for why you are frustrated with the majority of users in this post.
Privacy is fundamental to designing a data pipeline that doesn’t collect “zip code” in plain str if you want to data to be anonymized at any level. So it is absolutely relevant. :-)
Apple does not sell user data. By all means, look at their Privacy Policy (it’s easy to read), and show me where this is mentioned. They do collect it, and use it for their own marketing platform, but they’ll don’t sell/trade it. In fact they DO anonymise the data they collect. Take a look: apple.com/…/Differential_Privacy_Overview.pdf This is just one document, found after a quick search. They also disclose other details on their security, and other privacy (or lack thereof) aspects.
Now show me where other ad agencies, not just one or two, that goes to the same lengths, while also giving decent documentation. I’m not saying Apple is perfect (far from it). They do enough bad, to the point where it’s not really needed to spread FUD about them.
They do collect it, and use it for their own marketing platform
Right
but they don’t sell/trade it
Then what are they collecting it for? To line their servers? It’s being used to train services, and those services that have ads have those ads targeted using the data collected in the first sentence I quoted.
In fact they DO anonymise the data they collect
So does google. Again, to the broader thread audience replying to my original comment, what is the difference?
I recently learned that one method for companies to get around data selling laws is to give the data away for free in order to attract certain types of advertisers, then, they sell ad slots for people with specific demographics or interests.
They don’t sell the data because that is harder to do with laws restricting it, so they just use it as advertiser bait in ways that bypass the law.
Further reading: eff.org/…/google-says-it-doesnt-sell-your-data-he…
"Google will never sell any personal information to third parties; and you get to decide how your information is used." - Sundar Pichai Sound familiar? Although big tech companies like Google keep the lights on by harvesting and monetizing your personal data, they can be quick to mince words and deny the strawman scenario of exchanging hard drives full of your data for a suitcase of money. Now California law has given them another reason to deny and deflect.
You’re right. Not sure why you’re downvoted.
Google would be stupid to sell your data. Instead they keep it private, and when people go to Google, they tell them to push ads to certain groups or take surveys from certain groups, and Google does so. They do not hand those advertisers your data, otherwise those advertisers would never come back. They have the data.
I know this is off topic, but Apple isn’t innocent.
It’s almost worse to think your privacy is protected when it’s not, than to know it’s not. At least I know Google is sending my Google Assistant sound clips to be analyzed. Sucks when you learn the person you thought you could trust is fucking behind your back.