News for hackers. Stuff that matters.
Re:Stopping deepfake news with an AI algorithm that can tell... by yes_man on Sunday August 09, 2020 @10:04AM (#24099703)
The problem will increasingly be "whose algorithm do we believe". Internet has revealed that people believe mostly what they want to. We have seen that a large subset of people are believing Bill Gates is behind the pandemic. Why would masses somehow be more rational in picking the most rigorous and objective neural network to recognize deepfakes, than they are in making sense of the world in general? In the end we will have multiple competing entities claiming to have the best deepfake recognition, all with their own agenda
Re:Stopping deepfake news with an AI algorithm that can tell... by nothis on Sunday August 09, 2020 @01:53PM (#24101431)
For me, one reason not to freak out about this is Photoshop.

It's been around for decades. Perfect photographic fakes (literally called "photoshops") are possible. Yet is there a great crisis of fake photographs taking over the news? Not really. The actual "fake news" barely even bother with photoshop (and those for whom it works, don't care about the quality). It's somehow still fairly easy to get context and at some point, you just have to trust a news outlet, just like you had to trust them for text-based news.

All we see is a trend of making it easier for people to subscribe to a bubble of "news" that fits their world view. The quality of the fakeness barely factors into this.

Re:Stopping deepfake news with an AI algorithm that can tell... by Natsu on Sunday August 09, 2020 @02:24PM (#24101698)
Maybe, but I've found that a lot of viral images are doctored in one way or another.

Here are some links to recent examples of doctored photos. I know I've seen at least the deceptive image of cops "pointing a gun at children" when they were actually not on the front page of Reddit, so it's not like manipulated images have no effect:

https://www.hackerfactor.com/blog/index.php?/archives/884-Pr...

http://hackerfactor.com/blog/index.php?/archives/891-Count-o...

That said, remember that not all alterations are digital:

https://www.hackerfactor.com/blog/index.php?/archives/590-Un...

Re:Stopping deepfake news with an AI algorithm that can tell... by dTal on Monday August 10, 2020 @06:15AM (#24107523)
That blog is frightening and informative - it gives some idea of the sheer scale of misinformation we have to cope with now.
Re:Stopping deepfake news with an AI algorithm that can tell... by hombre_fatal on Sunday August 09, 2020 @02:21PM (#24101681)
The other reason not to freak out about this is that we're already far down the path the people think deep fakes are creating.

Reddit and Twitter and the internet prove that people will react to an image of text by the tens of thousands, going straight into their brain. All of us have been guilty of this at some point.

To me it's naive to freak out about Photoshop and video deepfakes because it reveals that you're completely unaware of the degree of "shallowfaking". A screenshot of a headline or tweet spreads in a way that a deepfaked video can't, and it apparently goes right past our bullshit detector in a way that video can't.

Re:Stopping deepfake news with an AI algorithm that can tell... by mlyle on Sunday August 09, 2020 @03:24PM (#24102134)
The issue with deepfakes is this: at least in the other cases you outline, it's possible to be skeptical and weigh evidence-- including direct photographic and video evidence that is unlikely to be safe (while it may have been possible to fake before, it's been labor intensive and presents more risk that it'd have been messed up). In turn, we can evaluate the credibility of media sources based on how they agree with other evidence that we have directly evaluated.

As it becomes possible to fake more and more stuff, we're going to lose that. Different silos are going to have different, meticulously supported versions of the facts with an equivalent degree of direct-evidential and reputational support. And it's not clear to me as an individual one ever disentangles this.

Re:Stopping deepfake news with an AI algorithm that can tell... by eie7eu3hrruur on Monday August 10, 2020 @05:28AM (#24107234)
This would be more concerning if the public was actually well informed currently. At present, most media companies have wildly lowered their content standards, normalized clickbait titles that sometimes outright lie, all the while ramping up "it's an op-ed so it's not a lie it's just an opinion!" pieces. At the same time we've never been more interested in what government agencies have to say including what they have to say about the government itself. This world of a semi-informed populace doesn't exist, the public is already choosing information from sources that appeal to their emotions rather than logic. What person on the street actually has a nuanced understanding of an industry they're not participating in? How many have any real idea what government contractor work actually looks like in those same industries or understands what the warzones their government operates in are actually like? Most don't even understand other cultures that vaguely resemble their own, just look at how few westerners have the vaguest understanding of sex culture across asia. The only thing people know anymore is memes and rhetorical factoids. You can't poison a toxic well.
Re:Stopping deepfake news with an AI algorithm that can tell... by JoshuaDavid on Monday August 10, 2020 @03:39AM (#24106602)
While video is currently unlikely to be entirely fabricated at this point, you might be surprised at what can be accomplished with camera angles, choosing the start and end times of your clip, and cuts and reordering of clips: for a silly example of this, see "Obama sings Call Me Maybe"[1]. Videos can also be staged with varying levels of convincingness.

If you are digging for evidence, the source of your information must be taken into account. Deepfakes will probably be detectable in retrospect, even if they are not detectable at the time of publication, so if you stick with sources with a long history of only publishing real information, you're probably still fine even in the age of deepfakes.

The arguable lack of journalistic sources with a demonstrated history of integrity is its own problem, but not one that is made significantly worse by the presence of deepfakes.

[1] https://m.youtube.com/watch?v=hX1YVzdnpEc

Re:Stopping deepfake news with an AI algorithm that can tell... by rexpop on Sunday August 09, 2020 @08:07PM (#24104070)
> is there a great crisis of fake photographs taking over the news?

Well, yes. Many newsworthy photos and video clips are doctored, and they sway the public discourse in subtle ways. That we haven't yet seen significant public outcry is as much a testament to their subtlety as it is to their effectiveness.

Re:Stopping deepfake news with an AI algorithm that can tell... by rojobuffalo on Monday August 10, 2020 @12:47PM (#24111262)
I'd argue voice and video are substantially more persuasive than static images
Re:Stopping deepfake news with an AI algorithm that can tell... by biophysboy on Sunday August 09, 2020 @12:23PM (#24100661)
This is absolutely right. I've become frustrated with people trying to fight misinformation by just telling anonymous strangers "facts". Algorithms are not going to help win the argument. There are a lot of people who hate those who they perceive to be "elite technocrats". And its not completely unwarranted!

Its a really tricky challenge. The "steady state" of conversations online is mutual distrust. Unless we handle this underlying issue, clever algorithms like this will be ignored.

Re:Stopping deepfake news with an AI algorithm that can tell... by slg on Sunday August 09, 2020 @01:02PM (#24100974)
I'm reminded of the Jonathan Swift quote:

>Reasoning will never make a man correct an ill opinion, which by reasoning he never acquired

The problem that specifically deepfakes and generally fake news highlights is that the general public does not have the aptitude, knowledge, time, or motivation to be a true arbiter of facts. We have traditionally outsourced that role to journalists. As a society we have lost faith in journalistic institutions so the onus is now back on the individual. We need a way to offload that truth-finding responsibility back onto a third party that can be trusted. Any system which requires more aptitude, knowledge, time, or motivation from the general public is unlikely to work because lacking those is exactly what got us into this mess.

Re:Stopping deepfake news with an AI algorithm that can tell... by biophysboy on Sunday August 09, 2020 @01:16PM (#24101091)
The key part of your sentence being "a third party that can be trusted."

A trustworthy third party is NOT the group that is "the most smart". People trust locals that they relate to. If we are going to offload responsibility, I personally think it needs to be in the old fashioned democratic pluralism style that we had half a century ago. Local leaders know the people in the area better, and they have the time and motivation to hear the interests of more people.

Re:Stopping deepfake news with an AI algorithm that can tell... by Swizec on Sunday August 09, 2020 @01:45PM (#24101350)
> trying to fight misinformation by just telling anonymous strangers "facts"

It’s even worse when you realize that most mistruths are factual. You can very easily lie with facts.

The texas sharpshooter falaft is a great example.

You get 500 samples, take 10 good samples, and say “Look! An objective truth in 10 samples we have success!”. You omit the other 490

You never said a lie, facts only, but the interpretation you lead people towards is a lie.

Or a more common example: Thing Y increases your risk of X by up to ten times!!!

Risk goes from 0.0001% to 0.001%. It’s completely irrelevant and you got a nice scary clickbait with objective facts.

Re:Stopping deepfake news with an AI algorithm that can tell... by xiphias2 on Sunday August 09, 2020 @10:39AM (#24099904)
Aren't digital signatures the best solution we have for this problem?

Commercial entities want to have the priviledge of being able to modify the content submitted by content creators, but the culture of trusting i.e. Twitter over client verification needs to change.

Re:Stopping deepfake news with an AI algorithm that can tell... by gruez on Sunday August 09, 2020 @10:48AM (#24099959)
Digital signatures would only match of the contents match bit for bit. This means that you can't recompress/remux/resize the video. This will probably provide a very poor ux for mobile or other bandwidth limited users. Also, if the video was used as part of another video (eg. TV broadcast), you'd either have to splice the digitally signed video into your existing stream (not modifying the bits at all), or provide the digitally signed original as an appendix. In either case, you'll need tooling to make verification easy, which doesn't exist today.
Re:Stopping deepfake news with an AI algorithm that can tell... by xiphias2 on Sunday August 09, 2020 @11:13AM (#24100080)
Fingerprinting can take care of the recompression problems.

Remuxing is a hard problem, as it can easily take people out of context, at the same time it's very important to summarize the videos, as people have limited time.

Right now what I see though is that Facebook/Google/Twitter aren't even trying to do the bare minimum end-to-end authentication that Whatsapp/Telegram/Signal already does (create a private key on the end devices, and sign the content to verify the authenticity of the publisher).

Requiring HTTPS was a great first step for tech companies to protect people and from ISPs. But they do nothing to protect people from themselves being compromised (the Twitter incident was a great proof for this).

Re:Stopping deepfake news with an AI algorithm that can tell... by gruez on Sunday August 09, 2020 @11:51AM (#24100371)
> Fingerprinting can take care of the recompression problems.

That only opens another problem: adversarial attacks that look totally different, but has a similar fingerprint

>Right now what I see though is that Facebook/Google/Twitter aren't even trying to do the bare minimum end-to-end authentication that Whatsapp/Telegram/Signal already does (create a private key on the end devices, and sign the content to verify the authenticity of the publisher).

>Requiring HTTPS was a great first step for tech companies to protect people and from ISPs. But they do nothing to protect people from themselves being compromised (the Twitter incident was a great proof for this).

Mainly because to 99.9% of users, there's no difference between a message that's signed by the author, and a link to a tweet that's made by the author. Even if you're the 0.1% that do care about public key cryptography it doesn't matter because you're trusting the site to do the verification and key management. It's not like PGP where you can get the public keys and verify yourself.

There's also the problem that people simply don't care. Have you seen how many photoshopped tweets end up on social media? If people are willing believe a screenshot without a link (which is trivially easy to add and verify), what makes you think they won't believe a screenshot without a signature?

Re:Stopping deepfake news with an AI algorithm that can tell... by doomrobo on Sunday August 09, 2020 @01:58PM (#24101481)
There's some cryptographic work in this direction. PhotoProof allows a photographer to prove that the image they're presenting is, e.g., the cropped version of the true original image they took. Video is still way out there, but at least people are thinking about this.

https://www.cs.tau.ac.il/~tromer/papers/photoproof-oakland16...

Re:Stopping deepfake news with an AI algorithm that can tell... by lallysingh on Sunday August 09, 2020 @02:05PM (#24101543)
Signature chain for the transformations. The video host signs the pre-recompressed video and provides the original signature.
Re:Stopping deepfake news with an AI algorithm that can tell... by vlovich123 on Sunday August 09, 2020 @01:11PM (#24101050)
Why can't you have digital signatures of the original and have an ML model that can evaluate whether or not it matches? You could run a cloud service to host the signed originals and continuously update the model.
Re:Stopping deepfake news with an AI algorithm that can tell... by korla on Sunday August 09, 2020 @10:45AM (#24099942)
If the technology is too hard to understand for the masses it's unlikely to provide much resistance to desinformation campaigns.
Re:Stopping deepfake news with an AI algorithm that can tell... by TheSpiceIsLife on Sunday August 09, 2020 @10:49AM (#24099969)
The technology isn't hard to understand, but even if it were so what?

How many people who watch a streaming video know... anything at all about how that content is delivered, at all, at any layer.

The problem is, as OP noted, the existing gate keeps profit from being able to manipulate us, so convincing them to deliver signed content is extraordinarily unlikely.

Re:Stopping deepfake news with an AI algorithm that can tell... by Nasrudith on Sunday August 09, 2020 @06:11PM (#24103387)
Signing it doesn't mean it wasn't altered at some point and does nothing to actually verify the content - only if a source is who they say they are. And the key distribution is another issue.
Re:Stopping deepfake news with an AI algorithm that can tell... by nl on Sunday August 09, 2020 @07:46PM (#24103927)
Digital signatures are so far away from a solution for this problem they might as well be in a different universe.

One of the main ways people share content is by screenshotting it on their phone, or literally taking a photo of a computer screen with their mobile. Good luck using a digital signature to solve that.

Re:Stopping deepfake news with an AI algorithm that can tell... by tomrod on Sunday August 09, 2020 @09:13PM (#24104491)
This is by design.

Reflexive Control Theory: https://www.rand.org/blog/2020/07/how-you-can-fight-russias-...

Re:Stopping deepfake news with an AI algorithm that can tell... by fny on Sunday August 09, 2020 @10:08AM (#24099733)
Because YouTube, Facebook will flag these videos before they become too widespread.
Re:Stopping deepfake news with an AI algorithm that can tell... by puranjay on Sunday August 09, 2020 @10:39AM (#24099905)
A video being taken down just corroborates their belief that there is some deep conspiracy behind X event
Re:Stopping deepfake news with an AI algorithm that can tell... by travisoneill1 on Sunday August 09, 2020 @11:12AM (#24100076)
"I trust Google and FB, and I would like them to decide what is true or not for me instead of deciding myself"
Re:Stopping deepfake news with an AI algorithm that can tell... by puranjay on Sunday August 09, 2020 @12:00PM (#24100458)
Amazes me how people are okay with giving these massive corporations so much power and control over our lives - voluntarily. Most would be rightfully horrified if Walmart or Citibank was to decide what you get to watch or not tomorrow. But somehow, if Alphabet or Apple does it, it's all okay.

The tech world in general needs to wake up about the overreaching power and influence tech companies have on our lives.

Re:Stopping deepfake news with an AI algorithm that can tell... by Nasrudith on Sunday August 09, 2020 @06:17PM (#24103427)
That dumb meme about "big tech controlling your mind" ironically seems to be doing a far better job of what it accuses others. It has made people /unlearn/ how the internet and private property work.

Even with more egregious examples of moral wrong and stupidity like shutting down child molestation survivor support groups or just bad decisions like buying up Tumblr and trying to sanitize it weren't like but accepted as fundamentally how it works when it is their servers. There is no viable alternative to stop them from setting their rules. Even if they die there is nothing stopping them from taking their ball and going home.

Re:Stopping deepfake news with an AI algorithm that can tell... by tomxor on Sunday August 09, 2020 @01:37PM (#24101257)
I can only imagine it's because what seems obvious to us is really not noticeable to 99% of people.

You have to remember we are in a little bubble of our own for better or worse, most of HN readers principles are generally aligned against this kind of centralisation and we highlight and amplify anything we see that matches; I'm guessing your average FB user is more focused on the value proposition of these services they are consuming and wont give the corporations behind them much of a thought until it hits big news.

Re:Stopping deepfake news with an AI algorithm that can tell... by puranjay on Sunday August 09, 2020 @04:47PM (#24102764)
Much of it depends on the way people interact with businesses. Big Banks are bad because people can literally see overdraft fees and all sorts of surcharges being tacked onto their accounts, often in shady ways. Big Oil is bad because they literally pollute the environment and routinely spill millions of gallons of oil in the ocean.

In contrast, for the average person, Google is just the free little search engine that shows you all the answers and also gives you the free phone software. Whatever egregious privacy violations they do are wrapped up in a layer of abstraction that, if you don't get technology, can be hard to grasp.

The next generation is smarter though. They understand technology fundamentally and know that there's no such thing as "free".

Re:Stopping deepfake news with an AI algorithm that can tell... by pornel on Sunday August 09, 2020 @10:21AM (#24099815)
You're missing a sarcasm mark.

But seriously: at best it's going to be a big "maybe, it depends". These services bounce between PR disasters of "complicit purveyors of propaganda" and "oppressive algorithms destroying free speech", so you can't rely on them to be on either side.

As deepfakes get better, the algorithms will have worse detection rate, so it'll end with Zuck testifying to congress that Facebook doesn't want to decide what is real, so everyone can post deepfakes all day long.

Re:Stopping deepfake news with an AI algorithm that can tell... by hellofunk on Sunday August 09, 2020 @10:40AM (#24099916)
> You're missing a sarcasm mark.

I don’t see any sarcasm there.

Re:Stopping deepfake news with an AI algorithm that can tell... by Nasrudith on Sunday August 09, 2020 @06:19PM (#24103440)
Perhaps the wild zigzag is a hint that the people casting accusations are utterly full of shit and just want them to bend the knee to their unpleasable whims?
Re:Stopping deepfake news with an AI algorithm that can tell... by ericlewis on Sunday August 09, 2020 @10:07AM (#24099728)
I think religion might have proved that people will believe whatever they want to first. The book Sapiens really opened my eyes to people.
Re:Stopping deepfake news with an AI algorithm that can tell... by Erlich_Bachman on Sunday August 09, 2020 @11:11AM (#24100069)
This is a very low-resolution understanding of what a religion is. It has much more depth to it. (The writer of Sapiens actively tries to ignore this by reducing every single belief humans have (including religions) to random meme propagation.)
Re:Stopping deepfake news with an AI algorithm that can tell... by lolc on Sunday August 09, 2020 @07:08PM (#24103719)
That religions are just mind-parasites has become a meme on its own. To me, the book "Darwin's Cathedral" made a very good case that we should look at religions as adaptations that allowed creating larger societies. And so I finally came to peace with religion. Will stay atheist, thank you for asking.
Re:Stopping deepfake news with an AI algorithm that can tell... by Erlich_Bachman on Monday August 10, 2020 @02:30AM (#24106219)
Another very thorough analysis I can recommend is Jordan Peterson's youtube series called "Psychological significance of biblical stories". There are about 10 2-3 hour lectures, but they are packed with great content and original thoughts. People think JP is some political activist because of his media portrayal, but in his core he is a student of a much more substantial content that has little to do with politics.
Re:Stopping deepfake news with an AI algorithm that can tell... by paulryanrogers on Sunday August 09, 2020 @10:41AM (#24099920)
Well it took me 35 years but I escaped religion despite being indoctrinated from a young age. And leaving was a difficult choice but education and evidence were the keys that freed me.

Piercing cognitive biases is hard, maybe harder if those most in need feel forced.

Re:Stopping deepfake news with an AI algorithm that can tell... by TheSpiceIsLife on Sunday August 09, 2020 @10:45AM (#24099943)
Be kind to yourself and know that a fair swathe of the early years of life are necessarily of low agency.
Re:Stopping deepfake news with an AI algorithm that can tell... by elliekelly on Sunday August 09, 2020 @11:23AM (#24100150)
> Piercing cognitive biases is hard, maybe harder if those most in need feel forced.

I think about this article (post?) called “How to Change a Mind”[1] a lot. It’s about a woman whose husband was in a religious cult and how he finally realized it.

[1]https://forge.medium.com/how-to-change-a-mind-1774681b9369

Re:Stopping deepfake news with an AI algorithm that can tell... by Karunamon on Sunday August 09, 2020 @07:08PM (#24103727)
From some of the terminology used, I'm pretty sure the cult in question are the Jehovah's Witnesses.

Thankfully that one seems to be dying off. Their membership is in decline, the internet has made it more and more likely that any potential convert has already heard the horror stories.

Re:Stopping deepfake news with an AI algorithm that can tell... by ericlewis on Sunday August 09, 2020 @10:54AM (#24099992)
I could have clarified more- I’m saying that even with these sort of deep fakes that breaking people out might be just as hard. Especially if objective proof becomes “malleable” similar to how religion can lack objective proof, manipulating people in a new way means we need methods.
Re:Stopping deepfake news with an AI algorithm that can tell... by paulryanrogers on Sunday August 09, 2020 @11:10AM (#24100067)
Your point seemed clear enough to me. Perhaps my response drifted too far. I see education as a common solution to the "it's all relative" and "no one can know for sure" shortcuts some people take to hold on to what's more comfortable to believe.

And just as religion may often teach people to turn off their critical thinking skills they can be taught to use them again. And human brains evolved to recognize unhealthy or unnatural facial imagery for millennium. So unmasking the more successful techniques may be enough to break us out of the "anything can be fake" malaise.

Re:Stopping deepfake news with an AI algorithm that can tell... by justforyou on Sunday August 09, 2020 @11:54AM (#24100413)
>> people will believe whatever they want to first.

Including Harari. There's more wrong in that book than there is right, aside from basic facts that people should already know.

Chriatopher Ryan (Civilized to Death & Sex at Dawn) explores the few compelling points made by Sapiens in depth and without all of the disingenuity and naive philosphy present in Sapiens.

Re:Stopping deepfake news with an AI algorithm that can tell... by TheSpiceIsLife on Sunday August 09, 2020 @10:43AM (#24099929)
This is on point, but we need to be clear on the direction of causality, which I believe you have correct, though I'll try to state it more clearly:

The human mind and body is predisposed for social cohesion through shared narrative, and this exposed a weakness in our psychology: we are, as groups, extraordinarily gullible.

As a result we have religion, conspiracy theories, politics, and crime.

It remains to be seen whether this is an evolutionarily fit strategy.