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Re:ImageNet contains naturally occurring Apple NeuralHash co... by endisneigh on Thursday August 19, 2021 @01:06PM (#28236384)
It doesn’t matter if there are collisions if the two images don’t actually look the same. Do people honestly believe a single CSAM flag from an “innocent” image is going to result in someone going to prison in America?

PhotoDNA has existed for over a decade doing the same thing with no instances that I have heard of.

If some corrupt government wants to get you they don’t need this. They can just unilaterally say you’ve done something bad without evidence and imprison you. It happens all the time. It’s even happened in America. Just look up DNA exonerations - people have had DNA on the scene that literally proves their innocence and they’re still locked up.

People should care about their governments being corrupt, not necessarily about this.

Re:ImageNet contains naturally occurring Apple NeuralHash co... by zbobet2012 on Thursday August 19, 2021 @01:09PM (#28236452)
That's not the route in which this will be exploited, and used at scale.

A corrupt government has to know they want you "to just get you". Instead they will embed a collision in anti-government meme. That collision will flag you, and now they know you harbor doubts and will come get you.

This is why it's a privacy concern. It's no the tech (like you said photo dna's been about forver), it's the scanning of the phone.

Re:ImageNet contains naturally occurring Apple NeuralHash co... by flycaliguy on Thursday August 19, 2021 @01:21PM (#28236634)
A corrupt government will also enjoy the “chilling effect” created by people’s fear of tainting their phone with illegal images.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by kempbellt on Thursday August 19, 2021 @01:26PM (#28236703)
I feel like a corrupt government would want people to trust their phones.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by tgsovlerkhgsel on Thursday August 19, 2021 @02:36PM (#28237536)
IIRC many totalitarian governments, historical and current, made/make their surveillance blatantly obvious, because the chilling effect deterring people is much more valuable than the added intelligence value from keeping people careless.

After all, they want to suppress dissent, and they can't catch and arrest everyone - it's much more effective if people don't even dare to voice their dissent.

This is also why you see people in situations like the Arab Spring use known-insecure/monitored means of communication, because they realize that the value and power that comes from communicating and finding other likeminded people is worth painting a target on yourself (because you can't succeed without it, and if you succeed, there will be too many to prosecute).

Re:ImageNet contains naturally occurring Apple NeuralHash co... by benjaminpv on Thursday August 19, 2021 @01:41PM (#28236876)
Alternatively, a corrupt government might want folks to distrust their mass market phone such that they can have an individual come along and offer them a 'completely secure and private' alternative[1].

[1]: https://www.pcmag.com/news/fbi-sold-criminals-fake-encrypted...

Re:ImageNet contains naturally occurring Apple NeuralHash co... by mrtranscendence on Thursday August 19, 2021 @02:52PM (#28237754)
> That collision will flag you, and now they know you harbor doubts and will come get you.

Only if that government has worked out some deal with Apple whereby such an anti-government meme would end in the government being notified accordingly. Don't forget that you need a sufficiently high number of collisions, for one, and that those collisions are audited by Apple before being sent to law enforcement.

Re:ImageNet contains naturally occurring Apple NeuralHash co... by labcomputer on Thursday August 19, 2021 @10:44PM (#28241910)
Why do they need to work out a deal with Apple? Just bribe or blackmail the minimum wage reviewers.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by endisneigh on Thursday August 19, 2021 @01:13PM (#28236503)
What you’re saying is already possible. Where are the examples of this happening? PhotoDNA has existed since 2008.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by biesnecker on Thursday August 19, 2021 @01:17PM (#28236566)
Who is scanning your phone right now with PhotoDNA?
Re:ImageNet contains naturally occurring Apple NeuralHash co... by endisneigh on Thursday August 19, 2021 @01:18PM (#28236582)
Microsoft, Facebook and Google. More depending on what services you use
Re:ImageNet contains naturally occurring Apple NeuralHash co... by biesnecker on Thursday August 19, 2021 @01:19PM (#28236605)
They're not actively scanning your phone, they're actively scanning files you send them.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by KallDrexx on Thursday August 19, 2021 @05:35PM (#28239663)
That's not actually answering the question in the GP about why this is different.

Photos people send me to my Android are automatically sent through 3rd parties, either through MMS, Facebook messenger, Google Photos, or One Drive. Photos arriving on my device are almost guaranteed to be uploaded to both OneDrive and Google Photos based on how defaults of Android phones are setup.

So someone could already send hash collisions my way (purposely or inadvertently) and authoritarian governments already have access in their respective clouds (at least China does).

And yet, there are not stories of people being falsely accused of child porn due to PhotoDNA hash collisions.

Why does "on device for apple devices only" change the calculus.

Re:ImageNet contains naturally occurring Apple NeuralHash co... by raxxorrax on Friday August 20, 2021 @03:53AM (#28243707)
Why waste a resource like that and throw them in prison when you have compromising material? That would be stupid. Epstein was probably a high society pimp and there probably was enough evidence for convictions. That wouldn't have happened if it didn't get public.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by endisneigh on Thursday August 19, 2021 @01:20PM (#28236612)
That’s the same as what Apple is going to do - scan right before sending to iCloud
Re:ImageNet contains naturally occurring Apple NeuralHash co... by danuker on Thursday August 19, 2021 @01:35PM (#28236806)
The scanning on the device before the upload makes it easier to do surveillance.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by WesolyKubeczek on Thursday August 19, 2021 @01:44PM (#28236924)
The same as what Apple is saying it's going to do, there's a difference.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by knodi123 on Thursday August 19, 2021 @02:50PM (#28237733)
Man, wouldn't you love to be the developer who gets assigned the feature to commit these horrible secret privacy violations with deeply evil ethical problems?

You don't even have to implement the feature. All you need is really good proof that you were asked to, and now your job at Apple is secure, along with a huge raise, for years if not for life. Something commensurate with what you and they both know they would lose in the PR damage and possible EU fines.

Re:ImageNet contains naturally occurring Apple NeuralHash co... by vineyardmike on Thursday August 19, 2021 @03:57PM (#28238573)
> wouldn't you love to be the developer who gets assigned the feature

Also, they'd probably not use a Cupertino developer. I'm sure a dev in a nation with a lot less rights is easier for this sort of work. Find a nation where the protections for employees are worse and good jobs harder to find.

Re:ImageNet contains naturally occurring Apple NeuralHash co... by vineyardmike on Thursday August 19, 2021 @03:55PM (#28238559)
> possible EU fines

Until the EU makes it a legal requirement. Which they're getting close to

Re:ImageNet contains naturally occurring Apple NeuralHash co... by endisneigh on Thursday August 19, 2021 @01:47PM (#28236959)
If you don't trust Apple then they could've already done what you're concerned about before they announced this. I don't really get it. Either you trusted Apple before this and you continue to, or you didn't before, and continue not to. If it's the later, then you shouldn't be using Apple services.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by tgsovlerkhgsel on Thursday August 19, 2021 @02:38PM (#28237553)
> If you don't trust Apple then they could've already done what you're concerned about before they announced this.

Not without the risk of it being discovered (either through a leak or because someone analyzes the software on the phone), and then having a much bigger scandal on hand.

Re:ImageNet contains naturally occurring Apple NeuralHash co... by ipaddr on Thursday August 19, 2021 @02:47PM (#28237699)
None of those are scannig your phone. None of them aside from google even sell a phone.

Everyone suspected they were scanning images for this and a number of other things on their services.

Re:ImageNet contains naturally occurring Apple NeuralHash co... by sennight on Thursday August 19, 2021 @02:26PM (#28237417)
We are talking about how everyone who gave Apple money now has a potential probable cause vector that they didn't before. Everyone running the software is a suspect by default. Ask black Americans how they feel about setting the bar low for probable cause.

"Following the 2004 Madrid train bombings, fingerprints on a bag containing detonating devices were found by Spanish authorities. The Spanish National Police shared the fingerprints with the FBI through Interpol. Twenty possible matches for one of the fingerprints were found in the FBI database and one of the possible matches was Brandon Mayfield. His prints were in the FBI database as they were taken as part of standard procedure when he joined the military."

"The FBI described the fingerprint match as '100% verified'."

https://en.wikipedia.org/wiki/Brandon_Mayfield

Re:ImageNet contains naturally occurring Apple NeuralHash co... by kmbfjr on Thursday August 19, 2021 @03:38PM (#28238339)
Reading about incidences such as this has made me think critically about all cloud services in the United States, and the conclusion is simply not to use them.

Sure, the probability is lower than getting struck by lightning. I certainly don't play in the rain and I won't be using cloud services where I'm exposed to this kind of nonsense with the FBI.

Re:ImageNet contains naturally occurring Apple NeuralHash co... by sennight on Thursday August 19, 2021 @04:16PM (#28238799)
> Sure, the probability is lower than getting struck by lightning.

I don't think anyone can actually know that, because I don't think statistics are kept on how often these sort of dragnet programs result in civil liberty violations and secret grand juries. That should be the more immediate concern, because after that point you are depending on the goodwill of prosecutors... which is a super bad idea.

Re:ImageNet contains naturally occurring Apple NeuralHash co... by dane-pgp on Thursday August 19, 2021 @03:31PM (#28238260)
> '100% verified'

Just reading those words is rage-inducing, but I'm grateful to have learnt this example of government lying. I feel like it should become an expression that societies teach to their children to warn them about abuses of power. Other mottoes synonymous with government deception and corruption come to mind, but at the risk of being too controversial I will share only their initials and dates: "SAARH" (2013), "MA" (2003), "IANAC" (1973), "NHDAEMZE" (1961), "AMF" (1940).

Re:ImageNet contains naturally occurring Apple NeuralHash co... by sennight on Thursday August 19, 2021 @04:07PM (#28238689)
Because I delight in delivering bad news, I'll point out that the real takeaway shouldn't be that federal LEOs regularly lie (though, they do) - it is that they are permitted to lie convincingly through handwavy technical means. All these tools are designed to give them permission to totally destroy your life. I'm aware of only two geewiz CSI methods that are actually founded in science: cryptography (this neural crap doesn't qualify) and DNA. Unlike fingerprints and bitemark analysis, those two tools were invented outside of law enforcement - instead of being purpose built for prosecution. Anybody doubting that should look into the history of the polygraph and its continued use in the face of evidence demonstrating how useless it is in the pursuit of truth... which begs the question: if they aren't interested in the truth, what are they doing?

https://en.wikipedia.org/wiki/Polygraph

Re:ImageNet contains naturally occurring Apple NeuralHash co... by chipsa on Friday August 20, 2021 @11:43AM (#28247308)
DNA is only mostly founded in science. There's the interpretive element in saying: Oh, this DNA matches the suspect, even though it's mixed with the victim's blood.

Nice big clean sample? It probably actually matches. Small sample? Mixed with other people's DNA? Especially in a place they tend to visit (or live in?)?

Re:ImageNet contains naturally occurring Apple NeuralHash co... by sennight on Friday August 20, 2021 @06:31PM (#28252137)
At that point the problem isn't the science behind DNA, it is the fact that your freedom depends on a jury understanding statistics. But at least there exists the opportunity to challenge the evidence on objective grounds, that unfortunately requires an expensive professional expert witness...
Re:ImageNet contains naturally occurring Apple NeuralHash co... by mikepurvis on Thursday August 19, 2021 @01:11PM (#28236481)
At least part of the concern is that a hash collision is basically "cause" for Apple to then dump and begin manually (like, with humans) reviewing the contents of your device, all of which will be happening behind the closed doors of a private corporation, outside of any of the usual oversight or innocent-presumption mechanisms that come from it happening through the courts.

That, combined with a (pretty reasonable) expectation that the pool of sus hashes will greatly expand as law enforcement and others begin to understand what a convenient side-step this is for due process.

Re:ImageNet contains naturally occurring Apple NeuralHash co... by shuckles on Thursday August 19, 2021 @01:17PM (#28236561)
That is literally the status quo with every cloud service. Apple, unlike the others, has said that they will evaluate you on the basis of what’s included in the associated data of your safety voucher, and you can inspect those contents because they’re shipped in the client. Facebook, for all I know, might be calculating a child predator likelihood score on my account based on how often I look up my middle school ex-girlfriend on Instagram.

In addition, “pretty reasonable” is an opinion not fact. Where is the evidence that PhotoDNA hashes have been compromised in this way in the fifteen years they’ve been used?

Re:ImageNet contains naturally occurring Apple NeuralHash co... by foerbert on Thursday August 19, 2021 @01:45PM (#28236933)
I don't think we can just appeal to the status quo here and assume it's acceptable. There's a couple reasons.

First, how many people really understood this previously? Did society at large actually knowingly accept the current state of things, or did it just happen without most people realizing it? Even here on HN where we'd expect to find people way more knowledgeable about it than in general I'm not sure how well known it was about what was actually happening, though I'd assume most would be aware it was possible.

Secondly, there's a significant difference between your own device or Apple's server doing this. On the technical side of things, right now, it might not matter that much since it currently is limited to things you upload to iCloud. But more philosophically, it's your own device being turned against you to check you for criminal behavior. That's very different from somebody else checking up on you after you willingly interact with them.

Re:ImageNet contains naturally occurring Apple NeuralHash co... by nonbirithm on Thursday August 19, 2021 @02:22PM (#28237371)
If the problem is a lack of understanding of the status quo, then it isn't fair to criticize Apple alone. People ought to demand answers about the state of server-side scanning from Facebook and Microsoft and everyone else that employs PhotoDNA as well. The most popular article submitted to HN with "PhotoDNA" in the title garnered hardly any interest at all, even though someone there implied that a hash collision might be possible five years in advance.

https://news.ycombinator.com/item?id=11636502

Re:ImageNet contains naturally occurring Apple NeuralHash co... by endisneigh on Thursday August 19, 2021 @01:48PM (#28236969)
> But more philosophically, it's your own device being turned against you to check you for criminal behavior. That's very different from somebody else checking up on you after you willingly interact with them.

This literally only works once you willing send photos to iCloud.

Re:ImageNet contains naturally occurring Apple NeuralHash co... by ClumsyPilot on Thursday August 19, 2021 @02:23PM (#28237382)
You can't buy a car in EU that doesn't have a sim card. All Tractors have a computer that locks out the machine if it doesn't like something and phones home. Almost every TV on sale is 'smart' and spies on what you are saying. Coffee machines, lights and toasters are now internet connected, and all of them send data to a server that will be scanning for the 'wrong' material. in 10 years there will be nowhere to hide.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by simondotau on Thursday August 19, 2021 @05:59PM (#28239887)
> You can't buy a car in EU that doesn't have a sim card.

Wait, what?

Re:ImageNet contains naturally occurring Apple NeuralHash co... by ClumsyPilot on Thursday August 19, 2021 @09:08PM (#28241273)
Its used for an emergency rescue system, and i believe it's mandatory in all new cars

https://ec.europa.eu/transport/themes/its/road/action_plan/e...

Re:ImageNet contains naturally occurring Apple NeuralHash co... by foerbert on Thursday August 19, 2021 @03:34PM (#28238291)
Right. I mentioned that. It's still your own device doing it.

It's like announcing to your family member you're going to tell your neighbor you committed a crime and your family member turns you in first. Yeah, you could expect your neighbor to do the same, but are you really not going to feel any differently about the fact it was your family that turned you in?

Re:ImageNet contains naturally occurring Apple NeuralHash co... by stjohnswarts on Thursday August 19, 2021 @02:29PM (#28237447)
For now. There is no technical hurdle preventing them from scanning everything locally and reporting back.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by shuckles on Thursday August 19, 2021 @03:05PM (#28237921)
There wasn’t such a hurdle before or in the counterfactual where they built infrastructure to scan iCloud while also keeping iCloud Backups for every device.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by nodamage on Thursday August 19, 2021 @07:19PM (#28240542)
I mean, that has always been the case. I'm not sure why there is so much paranoia over this hypothetical situation when this hypothetical has actually existed since the first iPhone shipped in 2007.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by stjohnswarts on Thursday August 19, 2021 @02:27PM (#28237429)
I don't understand technie people on HN being okay with apple breaching the spirit of the 4th amendment and becoming the FBI agent in your phone. Scanning the stuff in the cloud is one thing but this is crossing a line. I am shedding all my apple hardware over it. If you want to trust them fine but one day it will bite you on the ass.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by shuckles on Thursday August 19, 2021 @03:07PM (#28237946)
For ideological consistency, are you dumping every service provider that scans the contents of your account and reports offending data to law enforcement?
Re:ImageNet contains naturally occurring Apple NeuralHash co... by Tagbert on Thursday August 19, 2021 @03:53PM (#28238530)
What they would be reviewing would be scaled version of the specific photos that triggered the hash alert. It’s not a broad fishing expedition. There is no mechanism to start browsing the photos on your phone.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by WesolyKubeczek on Thursday August 19, 2021 @02:04PM (#28237176)
You know, it's rather not okay to treat every smartphone user out there as a potential criminal just because they happen to have photos on their devices. At least in an alleged democracy where there's this presumption of innocence thing.

Even Pegasus wasn't that much rotten, it at least wasn't indiscriminately installed onto everyone's phone.

But what can I say, there wasn't much uproar about piracy tax on blank CD-R(W) media back in the day, so why not have that now. And eventually we go peak USSR where everyone and their dog is suspect and whoever is arrested is the enemy of the people. Yay, it's somehow reassuring to know I won't live long enough to see it.

Re:ImageNet contains naturally occurring Apple NeuralHash co... by nonbirithm on Thursday August 19, 2021 @02:14PM (#28237283)
And it's fine to treat everyone as a potential criminal when we entrust our data on the same company's servers? No matter if on-device scanning makes surveillance easier than ever, the surveillance itself was still a significant possibility up to this point with server-side scanning. Imagine how many petabytes of user data already exist in the cloud.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by short_sells_poo on Thursday August 19, 2021 @04:53PM (#28239242)
So in your mind because bad thing X is already happening, it's completely OK for bad thing XY to also start happening?
Re:ImageNet contains naturally occurring Apple NeuralHash co... by nonbirithm on Thursday August 19, 2021 @09:30PM (#28241393)
No, it's that in spite of there already being an invasive scanning process in place for this long at every major tech company that handles user data, nobody seemed to care until now.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by WesolyKubeczek on Friday August 20, 2021 @03:48AM (#28243672)
Also, there's a difference. You upload stuff to someone's server' if they don't vet it, they become accomplices. Apple intrudes on what you do on your phone, this, among other things, tells that you paid mad bucks for this phone and you don't even own it, you rent it from your phonelord Apple. Also, in their eyes you're suspect and likely a filthy pedo.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by hda2 on Thursday August 19, 2021 @10:39PM (#28241871)
Most people weren't aware or couldn't see where this was going. Now that it's becoming obvious, people are starting to care.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by thedingwing on Thursday August 19, 2021 @01:11PM (#28236477)
You don’t need to be sent to prison to be irreparably harmed by an accusation.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by endisneigh on Thursday August 19, 2021 @01:14PM (#28236526)
Ok sure, PhotoDNA has existed since 2008. Where are the instances of people being sent to prison?
Re:ImageNet contains naturally occurring Apple NeuralHash co... by dannyobrien on Thursday August 19, 2021 @01:35PM (#28236801)
One of the things that is happening now is that the entire PhotoDNA system is finally coming under the level of oversight that it should have had right from the start.

I can tell you from working in this area that it's possible for someone to have their lives ruined by a misplaced investigation, have that investigation abandoned because they turn out to be obviously innocent, and for that to not be well-known, because people simply would not understand the context.

Before this Apple scandal, if you'd written to your reepresentative or a journalist or an activist group and said "I was framed for child abuse because of computer program that misidentified innocent pictures", they would attach a very low priority to dealing with you or publicising this. And almost all people who have experienced this kind of nightmare really don't want to re-live it in public for some tiny possibility of real justice being served for them, or for others. They just want it to all go away.

Re:ImageNet contains naturally occurring Apple NeuralHash co... by nonbirithm on Thursday August 19, 2021 @01:53PM (#28237040)
We certainly have Apple's PR blunder to thank for that, but if PhotoDNA always held that potential for abuse due to its very nature, why did we remain silent for 13 years?

Maybe it's because Google and Microsoft and others' policy of security through obscurity actually succeeded in preventing the details of PhotoDNA from coming to light, and it took Apple exposing their hashing model to reverse engineering by including it on the device for people to finally wake up.

Re:ImageNet contains naturally occurring Apple NeuralHash co... by dont__panic on Thursday August 19, 2021 @02:31PM (#28237477)
Considering I didn't know about:

- PhotoDNA

- CSAM scanning on cloud photo platforms

- the acronym "CSAM"

Before this whole Apple client-side scanning debacle... seems pretty likely. A lot of privacy-focused people also avoid Google and Microsoft cloud services like the plague and trusted Apple up to this point to protect their privacy. The fact that Apple was (and is) scanning iCloud Photos libraries for CSAM unbeknownst to most of us is just another violation of that trust and shows just how far the "what happens on your iphone, stays on your iphone" privacy marketing extends (read: not past your iphone, and sometimes not even on your iphone).

Re:ImageNet contains naturally occurring Apple NeuralHash co... by nonbirithm on Thursday August 19, 2021 @03:01PM (#28237865)
I think the actual issue is that Apple wasn't scanning enough user data, so the government or the FBI or some other external force was holding them accountable for it out of public view, and Apple was pressured into increasing the amount of scanning they conducted.

"U.S. law requires tech companies to flag cases of child sexual abuse to the authorities. Apple has historically flagged fewer cases than other companies. Last year, for instance, Apple reported 265 cases to the National Center for Missing & Exploited Children, while Facebook reported 20.3 million, according to the center’s statistics. That enormous gap is due in part to Apple’s decision not to scan for such material, citing the privacy of its users." [1]

[1] https://www.nytimes.com/2021/08/05/technology/apple-iphones-...

Re:ImageNet contains naturally occurring Apple NeuralHash co... by Dah00n on Thursday August 19, 2021 @01:22PM (#28236649)
You are commenting a lot for this many places in the thread. Are you arguing for this system or for Apple? It reads like pro-Apple and doesn't add anything except "I think it is good, therefore it is good".
Re:ImageNet contains naturally occurring Apple NeuralHash co... by rootusrootus on Thursday August 19, 2021 @01:54PM (#28237055)
It can get a little frustrating to hear so much inaccurate FUD being spread around which detracts from a reasoned discussion on the merits.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by kemayo on Thursday August 19, 2021 @01:58PM (#28237106)
If you have a point which you feel rebuts a common argument, it seems reasonable to leave that comment in places you see that argument. The alternative is "minority positions should be drowned out", no?
Re:ImageNet contains naturally occurring Apple NeuralHash co... by qweqwweqwe-90i on Thursday August 19, 2021 @01:55PM (#28237070)
FYI: when you wrote this comment, you had posted 5% of all the comments on this thread.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by Youden on Thursday August 19, 2021 @02:04PM (#28237177)
> It doesn’t matter if there are collisions if the two images don’t actually look the same.

Is that really true? My understanding is that the manual reviewers at Apple only see some kind of low-resolution proxy, not the full-resolution image. I'd also be shocked if the human reviewers were shown the original, actually CP image, to compare to.

Given that, it's not necessary to produce an actual visual match, it's just necessary to produce an image that when scaled-down looks like CSAM (e.g. take an actual photo of a kid at the beach and photoshop in some skin-coloured swimwear with creases in the right places).

> Do people honestly believe a single CSAM flag from an “innocent” image is going to result in someone going to prison in America?

The attack I'd worry about here is similar to swatting. Someone who doesn't like me sends a bunch of images like the ones I described above (not just one), they end up synced to iCloud (because Apple wants _everything_ synced to iCloud) and Apple reports me to the authorities, who end up knocking at my door and arresting me.

Even though I'm innocent, I'll probably have most of my computers confiscated for a while and spend a few days locked up.

> PhotoDNA has existed for over a decade doing the same thing with no instances that I have heard of.

PhotoDNA's algorithms and hashes aren't public, so it's not clear how an attacker would exploit PhotoDNA in the way that people are afraid will be done for Apple.

PhotoDNA also isn't, as far as I know, part of a product that aims to create unprotected backups of the phones of nearly a billion users. Apple really wants you to upload your whole phone to iCloud. The only comparable alternative is Google's Android backup but Google does the right thing and end-to-end encrypts that.

Re:ImageNet contains naturally occurring Apple NeuralHash co... by robertoandred on Thursday August 19, 2021 @03:47PM (#28238454)
Why would you save all of the almost-CSAM pics the attacker sends you to your photo library?
Re:ImageNet contains naturally occurring Apple NeuralHash co... by Youden on Thursday August 19, 2021 @05:03PM (#28239346)
Manually, perhaps because the attacker crafts the messages to make that desirable.

But a bigger concern is automatically. WhatsApp for example can automatically save all received photos to your Camera Roll, which is of course automatically backed up to iCloud for many people. So an attacker could potentially just send you a bundle of 40 images of however many and your phone automatically sends it to Apple.

Re:ImageNet contains naturally occurring Apple NeuralHash co... by yunesj on Thursday August 19, 2021 @09:39PM (#28241450)
You ask for examples a few times. Here’s one. Computers confiscated from a liberty activist and his radio station. No CP-related charges pressed in the 5 years since they confiscated his computers.

I’m guessing most times this happens, the accused try to keep it on the DL.

https://www.wmur.com/article/fbi-raids-radio-talk-show-host-...

Re:ImageNet contains naturally occurring Apple NeuralHash co... by joe_the_user on Thursday August 19, 2021 @10:07PM (#28241605)
It doesn’t matter if there are collisions if the two images don’t actually look the same. Do people honestly believe a single CSAM flag from an “innocent” image is going to result in someone going to prison in America?

I understand that the system as stated today has multiple safeguards against such things happening but...

Given the sum-total of bs I've seen happening in this country, yes, believe that kind of thing is quite possible.

Re:ImageNet contains naturally occurring Apple NeuralHash co... by Dah00n on Thursday August 19, 2021 @01:19PM (#28236591)
Lots of things start out like this, then later they start looking for or blocking other things. Pirated movies, files leaked from three letter agencies, a picture of the president with a ** in his mouth, etc. Even if this is 100% bullet-proof it is still enough that Apple should be seen as privacy invading and leaking everything to the government (and others later on) as it will be abused if implemented everywhere. This isn't irrelevant because of other things happening that are also bad. This is added on-top of those broken system, like the ones in the US you mention.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by minitoar on Thursday August 19, 2021 @01:08PM (#28236417)
The damage is already done by the time it gets to the point of devices being confiscated.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by rootusrootus on Thursday August 19, 2021 @01:15PM (#28236541)
By the time the FBI comes knocking for your devices, they have a lot of evidence, not a list of hash collisions.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by headShrinker on Thursday August 19, 2021 @02:09PM (#28237228)
> By the time the FBI comes knocking for your devices, they have a lot of evidence, not a list of hash collisions.

Not necessarily. The FBI knocks on your door when they have convinced a warrant-signing judge, that’s there is probable-cause, or that additional information can be collected to build a case in which the defendant will ‘plead’ or make a deal for sentence reduction. 90% of defendants make a deal and never go to trial because by that time the stakes are so high a guilty verdict includes the harshest possible sentence.

FBI only needs to convince you they can win a case or the judge that there might be fruit behind a locked door, they don’t need direct evidence. It’s really up to the judge.

Re:ImageNet contains naturally occurring Apple NeuralHash co... by heavyset_go on Thursday August 19, 2021 @08:10PM (#28240879)
No, the FBI's job is to investigate whether or not a crime has been committed. They'll do this by getting a warrant for your devices, and then take them and scan them.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by stjohnswarts on Thursday August 19, 2021 @02:33PM (#28237501)
I doubt it, all they need is this stuff and they can get a warrant to rummage through your stuff and take all your computers, usb drives, etc and also put your name on a watch list and your permanent record. Much like newspapers retracting mistakes if the story doesn't pan out, it goes on the back page. Plenty enough to wreck your life.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by mrtranscendence on Thursday August 19, 2021 @02:58PM (#28237836)
If you don't actually have CSAM then the person at Apple who visually audits the collision set will not send your info to law enforcement, and nothing will be confiscated. Apple doesn't just take any instance of a collision and send it to the FBI.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by short_sells_poo on Thursday August 19, 2021 @04:52PM (#28239227)
Right, because humans are infallible and never abuse their position either.

And we are not talking about some underpaid contractors making life altering decisions.

And we are also not talking about a system where just a false accusation can and will destroy one's life irreparably.

Re:ImageNet contains naturally occurring Apple NeuralHash co... by endisneigh on Thursday August 19, 2021 @01:09PM (#28236431)
Can you point to a single instance of that happening where it was due to a false positive?
Re:ImageNet contains naturally occurring Apple NeuralHash co... by Unklejoe on Thursday August 19, 2021 @01:13PM (#28236504)
If we reduce it down to "someone being accused of a crime but later being found innocent", then there are several, and when it comes to sex crimes, the accusation alone is enough to ruin someone. People don't care about minor details such as the fact that the person was later found innocent. To them, it's the same as getting off on a technicality.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by endisneigh on Thursday August 19, 2021 @01:15PM (#28236534)
Ok yes - now then, PhotoDNA has existed since 2008. When has what you’ve described ever happened?
Re:ImageNet contains naturally occurring Apple NeuralHash co... by hda2 on Thursday August 19, 2021 @10:42PM (#28241891)
PhotoDNA relies on perceptual hashing?
Re:ImageNet contains naturally occurring Apple NeuralHash co... by bawolff on Thursday August 19, 2021 @01:12PM (#28236497)
In a proposed system that has yet to be deployed?
Re:ImageNet contains naturally occurring Apple NeuralHash co... by endisneigh on Thursday August 19, 2021 @01:14PM (#28236519)
This has already existed in PhotoDNA since 2008. This is not new
Re:ImageNet contains naturally occurring Apple NeuralHash co... by bawolff on Thursday August 19, 2021 @03:47PM (#28238442)
But that's deployed in a very different way which makes the concerns being discussed much less likely to happen.

Specificly the person doing the scanning already has access to photos and can double check the results without having to sieze the device, a rather public process.

Re:ImageNet contains naturally occurring Apple NeuralHash co... by toby- on Thursday August 19, 2021 @03:28PM (#28238222)
Examples of on-device scanning via PhotoDNA?
Re:ImageNet contains naturally occurring Apple NeuralHash co... by robertoandred on Thursday August 19, 2021 @03:48PM (#28238465)
People’s photo libraries are scanned. The result is the same.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by minitoar on Friday August 20, 2021 @10:42AM (#28246593)
Only if you’re putting your stuff in the cloud. There’s a big difference between my files on my computer and my files on someone else’s computer. Or at least there should be, IMO.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by robertoandred on Friday August 20, 2021 @11:30AM (#28247175)
Yeah, only if you're putting your stuff in the cloud. The result is the same.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by trhway on Thursday August 19, 2021 @04:40PM (#28239095)
> Do people honestly believe a single CSAM flag from an “innocent” image is going to result in someone going to prison in America?

being on a government maintained secret list of CSAM flagged would probably have a lot of consequences in your life going forward without you knowing about that. It may be just one innocent image which accidentally matched the hash, yet without any procedure to get you off that list or even just to learn whether you're on that list ...

>If some corrupt government wants to get you they don’t need this.

it isn't corrupt government which is a threat here. It is a well intended well functioning relatively uncorrupt government which spends a lot of effort to protect its society from terrorism, child porn, sex trafficking, drugs, etc. In case of corrupt government the situation is kind of easier - you can always learn and correct necessary things through the corrupt government officials by paying a corresponding "fee".

Re:ImageNet contains naturally occurring Apple NeuralHash co... by cwkoss on Thursday August 19, 2021 @02:49PM (#28237716)
> Do people honestly believe a single CSAM flag from an “innocent” image is going to result in someone going to prison in America?

I believe a single image flag could be used as pretext to arrest someone that the government has already deemed an enemy of the state. Ex. Someone like Julian Assange

Re:ImageNet contains naturally occurring Apple NeuralHash co... by Gibbon1 on Thursday August 19, 2021 @04:46PM (#28239170)
Re:ImageNet contains naturally occurring Apple NeuralHash co... by nr2x on Thursday August 19, 2021 @08:15PM (#28240916)
"If some corrupt government wants to get you they don’t need this"

-> if some corrupt government wants to *FIND YOU SHARING IDEAS THEY DON'T LIKE* they can *DEFINITELY* use this

Re:ImageNet contains naturally occurring Apple NeuralHash co... by InTheArena on Thursday August 19, 2021 @06:11PM (#28239988)
A honest question I have is if PhotoDNA results where ever validated? Is there a chance that collisions have been occurring with no one looking to see if actual CSAM was in use?
Re:ImageNet contains naturally occurring Apple NeuralHash co... by bawolff on Thursday August 19, 2021 @01:08PM (#28236428)
If the two images looked the same, then the expected behaviour is a collision, so if collisions matter at all, it would only be for pictures that look different.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by endisneigh on Thursday August 19, 2021 @01:09PM (#28236450)
They don’t matter because if two images don’t look the same, but collide - then human processes will absolve you. This isn’t some AI that sends you straight to prison lol
Re:ImageNet contains naturally occurring Apple NeuralHash co... by yusefnapora on Thursday August 19, 2021 @02:11PM (#28237241)
Imagine this scenario.

- You receive some naughty (legal!) images of a naked young adult while flirting online and save them to your camera roll.

- These images have been made to collide [1] with "well known" CSAM images obtained from the dark underbelly of the internet, on the assumption that their hashes will be contained in the encrypted database.

- Apple's manual review kicks in because you have enough such images to trigger the threshold.

- The human reviewer sees a bunch of thumbnails of naked people whose age is indeterminate but looks to be on the young side.

- Your case is forwarded to the FBI, who now have cause to turn your life upside down.

This scenario seems entirely plausible to me, given the published information about the system and the ability to generate collisions that look like an arbitrary input image, which is clearly possible as demonstrated in the linked thread. The fact that most of us are unlikely to be targets of this kind of attack is little comfort to those that may be.

[1]: https://github.com/AsuharietYgvar/AppleNeuralHash2ONNX/issue...

Re:ImageNet contains naturally occurring Apple NeuralHash co... by ClumsyPilot on Thursday August 19, 2021 @02:26PM (#28237410)
"- The human reviewer sees a bunch of thumbnails of naked people whose age is indeterminate but looks to be on the young side."

Given how most companies have barely paid, clueless and PTSD suffering human reviewers, a litany of mistakes is to be expected.

We should expect all the coherence of the twitter's nipple policy, except now it put you in jail or at least ruins your life with legal fees

Re:ImageNet contains naturally occurring Apple NeuralHash co... by nonbirithm on Thursday August 19, 2021 @03:24PM (#28238175)
The problem is that Apple cannot actually see the image at its original resolution because of the supposed liability of harboring CSAM, but being able to retrieve the original image would mean being able to know the complete contents of the rest of its data. To me, it sounds like Apple is trying to make a compromise between having as little knowledge of data on the server as possible and remaining in compliance with the law, but that compromise is impractical to execute.

The law states that if you find an image that's believed to be CSAM, you must report it to the authorities. If Apple's model detects CSAM on the device, sending the whole image to the moderation system for false positives carries the risk of breaking the law, because the images are likely going to be known CSAM, since that's what the database is intended to detect, so they'd be accused of storing it knowingly. Perhaps that's why the thumbnail system is needed.

So why wouldn't Apple store the files unencrypted and scan them when they arrive? That would mean Apple would remove themselves from liability by preventing themselves from gaining knowledge of which images are CSAM or not until they're scanned for, but could still send the original copy of the image with a far lower chance of false positives when something is found. That knowledge or the lack of it about the nature of the image is the crucial factor, and once they believe an image is CSAM they cannot ignore it or stop believing it's CSAM later.

That question may hold the answer to why Apple attempted to innovate in how it scans for child abuse material, perhaps to a fault.

Re:ImageNet contains naturally occurring Apple NeuralHash co... by endisneigh on Thursday August 19, 2021 @02:27PM (#28237426)
Your scenario makes no sense. You can just skip all of the steps and skip to "the FBI, who now have cause to turn your life upside down." If the evidence doesn't matter, they could've just reported you to the FBI for having CP, regardless of whether you have it or not and your point remains the same.

Not to mention your scenario requires someone you trust trying to "get you." If that's true, then none of the other steps are necessary since you're already compromised.

Re:ImageNet contains naturally occurring Apple NeuralHash co... by dont__panic on Thursday August 19, 2021 @02:36PM (#28237526)
If your iCloud Photo library contains enough photos to trigger a manual review + FBI report, how does the scenario make no sense?

And as far as your point about "someone you trust trying to 'get you'"... have you ever dated? Ever exchanged naughty photos with somebody (I expect this is even more popular these days among 20-somethings since covid prevented a lot of in-person hookups)? This doesn't seem crazy for a variant of catfishing. I could easily see 4chan posters doing this for fun.

Re:ImageNet contains naturally occurring Apple NeuralHash co... by bawolff on Thursday August 19, 2021 @01:12PM (#28236487)
My point is - if you hold that view, then collisions shouldn't matter at all, since if they look the same the correct action is for the person to get thrown in jail.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by zug_zug on Thursday August 19, 2021 @02:48PM (#28237703)
And what if the FBI demands a list of all Apple users who have matched even 1 CSAM photo for their own private watchlist?
Re:ImageNet contains naturally occurring Apple NeuralHash co... by theluketaylor on Thursday August 19, 2021 @03:14PM (#28238045)
There are a lot of really valid criticisms of Apple plan here, but Apple has gone out of their way to prevent that exact case. Apple is using secret splitting to make sure they cannot decode the CSAM ticket until the threshold is reached. Devices also produce some synthetic matches to prevent themselves Apple (or anyone else) inferring a pre-threshold count based on the number of vouchers.

https://www.apple.com/child-safety/pdf/CSAM_Detection_Techni...

Threshold Secret Sharing Synthetic Match Vouchers

Re:ImageNet contains naturally occurring Apple NeuralHash co... by zug_zug on Thursday August 19, 2021 @04:10PM (#28238725)
Thanks. You're right. Very sophisticated system. Still find it morally repugnant, but technologically it is fairly thorough.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by heavyset_go on Thursday August 19, 2021 @08:19PM (#28240947)
> There are a lot of really valid criticisms of Apple plan here, but Apple has gone out of their way to prevent that exact case.

Not they haven't. The files are still uploaded to Apple's servers where Apple holds their encryption keys. Apple or the FBI could scan the photos for CSAM whenever they want to.

Re:ImageNet contains naturally occurring Apple NeuralHash co... by theluketaylor on Thursday August 19, 2021 @11:15PM (#28242120)
The contortions apple is going through to scan locally only really make sense if they are gearing up to do end to end encryption of iCloud photos. I imagine they have other prerequisites before they are ready to announce that as a feature, but if they are not planning to encrypt more why wouldn’t they just scan in the cloud?
Re:ImageNet contains naturally occurring Apple NeuralHash co... by mrtranscendence on Thursday August 19, 2021 @02:55PM (#28237785)
And what if the FBI demands that Apple leadership genuflect toward an oil painting of J Edgar Hoover? The FBI can demand all sorts of things. In this case, Apple isn't tracking collisions as small as 1 photo.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by stickfigure on Thursday August 19, 2021 @01:16PM (#28236544)
Let's say I get you to click on a link. That link contains a thumbnail gallery of CSAM. With the right CSS, you might not even notice it, but it's in your browser's cache and on your filesystem. Lots of pictures - more than enough for your phone to snitch on you.

All because you clicked on a link.

Phishing attacks can now put you in prison, label you as a pedophile and sex offender, and destroy your life.

Re:ImageNet contains naturally occurring Apple NeuralHash co... by dylan604 on Thursday August 19, 2021 @01:27PM (#28236712)
How does this fit within what Apple has stated will be the operating procedure for this scanning?
Re:ImageNet contains naturally occurring Apple NeuralHash co... by stickfigure on Thursday August 19, 2021 @02:35PM (#28237523)
I don't know. But if the answer is "we won't snoop your browser cache", then people will quickly learn to store offending material under browser caches. Then Apple will have to start scanning browser caches. There is no policy fix for this; pedophiles aren't stupid.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by mrtranscendence on Thursday August 19, 2021 @03:05PM (#28237928)
Absolutely no one involved -- no one who conceived of this effort, no one who implemented it, and no one who defends it -- was under the impression that you couldn't get around this by not storing your images on iCloud. The idea is that it will catch pedophiles who aren't careful or tech-savvy enough, and such people exist, trust me. I suspect pedophiles aren't especially smarter than average, and most normal people aren't even going to be aware something like this exists.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by endisneigh on Thursday August 19, 2021 @01:16PM (#28236557)
This is already possible with PhotoDNA. When has it happened?
Re:ImageNet contains naturally occurring Apple NeuralHash co... by stickfigure on Thursday August 19, 2021 @01:20PM (#28236609)
Your browser cache is not being synced to iCloud; Apple doesn't see it. So no, it is not currently possible.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by endisneigh on Thursday August 19, 2021 @01:48PM (#28236978)
I'm not talking about Apple, I'm saying in general technology has already been deployed to make what you're describing possible. So where's the evidence of abuse?
Re:ImageNet contains naturally occurring Apple NeuralHash co... by stickfigure on Thursday August 19, 2021 @02:15PM (#28237293)
No vendors are snooping your phone/computer browser cache, so this attack vector does not yet exist. Apple is building it.
Re:ImageNet contains naturally occurring Apple NeuralHash co... by zimpenfish on Thursday August 19, 2021 @02:31PM (#28237482)
> No vendors are snooping your phone/computer browser cache

a) That you know of b) Apple won't be doing this either

> Apple is building it.

No, they aren't.