Digital Photos Give Away a Camera's Make and Model
holy_calamity writes "Engineers at Polytechnic University Brooklyn have discovered that digital snaps shorn of any metadata still reveal the make and model of camera used to take them. It is possible to work backwards from the relationships of neighboring pixel values in a shot to identify the model-specific demosaicing algorithm that combines red, green, and blue pixels on the sensor into color image pixels. Forensics teams are already licking their chops."
As even the cellphones are producing 3 megapixel images now, very few people need to be passing full-resolution originals around. If you scale the image down to a screen-usable 1 megapixel image, there's not going to be a lot of bayer mosaicking information still available.
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Quite often there are different manufacturers using the same sensor. Since this locks in the physical aspects of the sensor layout, I would expect the demosaicing algorithm to be basically identical across all these bodies.
I wonder if this method still holds up after noise removal, or even something as simple as an image size reduction. Anyone more knowledgeable on the subject care to speak up?
So, if I shoot in raw mode, and then postprocess in software to get a jpeg, the demosaicing signature should merely identify the software, right?
Of course, I wouldn't be surprised to learn that the distortion uniquely identifies the lens used...
So what if they can identify the make and model of camera. I own a D70. There are 300 billion d70 out there. Good luck on tracking a picture to my camera.
Supporting World Peace Through Nuclear Pacification
Well, that kind of takes the fun out of this kind of story in which images from a Canon point-n-shoot are indistinguishable from those taken by a $40,000 Hasselblad.
Oh, yeah, it's not easy to pad these out to 120 characters.
After the sensor takes the RAW data, the camera processes the image (some noise reduction, curves, and compression) to get a jpg. Since this conversion would vary between manufacturers (or even RAW software) I'd imagine that the process would leave behind similar "fingerprints."
You can do all sorts of stuff to an image that would shot holes in this technique. Resize (shrink, or grow and reinterpolate), apply a filter (curves, b&w or sepia would be easiest but there are others). Hell put it through an artistic filter. Still at 90% accuracy, in most cases, I wouldn't even bother!
These posts express my own personal views, not those of my employer
All the more reason to use film.
No existe.
Is the make and model data already included in jpeg's file header? See here
"Forensics teams are already licking their chops."
I can only see this, in a positive light, as uncovering fraud or deception -possibly even supporting a claim as to the veracity of a witnesses' testimony to photographing a crime- instead of this being used in a nefarious way. Although, once the algorithm is well understood, certain 'non-well-intentioned' organizations or individuals will use this for evil instead of good. But in the meantime, how would this worry the average digital shutterbug?
Sig this!
I have a friend who is so paranoia about leaving personal data on the Internet he doesn't even use his own name as login name on his iMac. Don't let him hear this or I will never get any pictures from him by mail anymore!
-- Cheers!
You insensitive clod! I shoot my digitals in the raw!
Never ask for directions from a two-headed tourist! -Big Bird
I better sell my Nikon D300. They'll be able to trace it back to me. Or one of the other gazillion people who also bought one. Hmm... on second thought...
"I'd rather be a lightning rod than a seismometer." -Ken Kesey
That data is obviously on any uploaded pic site. The only way around is a copy paste of that image into a new file.
I just do not understand why it took a crack team of scientists to overstate the obvious... again.
So when is the first software designed to process photos taken with one model of camera so that they appear to have been taken by another going be available on the Net?
Warning: this article may contain humor, sarcasm, parody, and perhaps even irony. Read at your own risk.
Closer examination of my car revealed the tires leave marks on the ground if it soft enough or if I come to a sudden stop or extreme speed. This could give away the type of car you own to anyone. News at 11.
Still to come tonight:
Other tell-tales signs still not exstinquished in commen life are:
Your gate may give away your gender.
your address may give away your residence.
Your phone may give away your location.
Your CD's may fingerprint your burner.
Your IP Address may give away your computer location.
Your fingerprint may give away your identity.
Your paper trail ballot may give away your vote.
your googles may give away your fetishes.
your government may give away your tax dollars.
All these breaking news items will be revealed... Sometime soon, I can't say when, as that would give away my work schedule.
From the News for Paranoids, Good Day.
al;ksdjfl;aksdj.... .... .... ....
Umm.. you mean he wasn't on the net, he phoned this in?
.... ....
Your serious?
Good God, Man! How will we track him now?
A Trace... Hmmm... eficient, but time consuming. I don't have time to wait for a judge.
Lets just wait until he includes an expose of us with a picture.
Yes, then we can back track the res. and multiplex it by the doohicky and figure out what camera he used.
YES! THE CAMERA! Then we'll call up the manufactures, find out where they are sold, narrow down the distribution points to the timezone that he calls in. From there we can cross reference with the memory stick size and figuer out what walmart he bought the camera from. Then it is just a matter of going through a few receipts to find a non credit card transaction for the camera, because he doesn't want traced - so it should be obvious. Now we have it narrowed down to the store, and we can watch a few minutes of security foottage to find him and view him going to the vehicle. Unless he gets on a bike, you still need a license plate and THEN WE WILL HAVE HIM!!!!!
What.
Damn... Round up the boys, were looking for a scanner!
And I want the Tin-Foil Sales figure results for a TEN-Mile-RADIUS in Five!
---- Tune in next week when our mark decides to buy Tin-Foil, with exact change at the self-checkout! ----
--- Relax, that mass muderer is just trying to reduce our carbon footprint, one fetus at a time...
Ahh... That must of been you I saw at the park!
Good Gawd man, the poor lady didn't know what to think, haveing a bald, fat, nude man run up and take her holiday snap like that!
You left so sudden, she didn't get your number. For the picture, I believe.
Cherios....
--- Relax, that mass muderer is just trying to reduce our carbon footprint, one fetus at a time...
Cops didn't realize that most pictures posted on the interweb thing are usually post processed.
it is only after a long journey that you know the strength of the horse.
People like Ericsson Mobile Platforms (http://en.wikipedia.org/wiki/Ericsson_Mobile_Platforms) provide the same design to multiple handset vendors. As the industry progresses we can expect to see growing commonality.
Engineering is the art of compromise.
Very good, Mr. Bond, very good.
But what about that island he purchased? What about that? Surely it should have been on the list.
qz
(blatant CSI plug)
"Sarah! we found out that our image was taken by a Kodak easyshare C913."
"Good job Nick, how many suspects does that give us?"
"In Las Vegas? 50,000"
Defective Logic
How about just adding a steg file to all images consisting of 'n' kilobytes of random data before you post stuff to the interwebs. That should mess up any such analysis, right?
This sounds like the equivalent of "registering" typewriters with the government in nations once behind the Iron Curtain. It is no different than obtaining ballistic signatures from firearms at the manufacturer level. Yet one more reason to distrust governments.
Submission as evidence constitutes plaintiff and/or prosecutorial misconduct.
They always seem to forget that the "come back with a warrant and tear your house apart" SOP also includes shooting your dog as a matter of course.
"Ladies and gentlemen, my killbot features Lotus Notes and a machine gun. It is the finest available."
Luckily for anarchists, alleged terrorists and people who take pictures of cops thugging out on citizens, today's basic digital camera costs nearly as much as dinner for two at the local fast food joint. "Disposability" is your friend.
I've calculated my velocity with such exquisite precision that I have no idea where I am.
At first blush this struck me as similar to the printers that revealed a specific device by a faint set of dots printed on each piece of paper. On further thought, it occurs to me that the difference would be that the dot-tracking was shady where-as this is a triumph of statistical observation. The former being slimy and the latter sheer brilliance.
_________________________
http://techdojo.org/
I had no idea of what that word meant.
On topic, I doubt any of this information
would be available after a few passes
through some image magick utilities.
If you're interested in facts I'll tell you what they are and I'll give you sources - Chomsky on The Big Idea
How should this work with RAW-Images? I mean all my Images taken are converted by the same sw: Adobe Lightroom - So how should demosaicing be different between the cams?
Its only matter of time before someone thinks up a way to manipulate an image such that it appears to be made with some camera and lens, and then this technology may be used to frame (haha) innocent people.
assignment != equality != identity
even the most trivial manipulations with Photoshop, Aperture, Corel, Gimp, or a great many other photo-manipulation tools.
Hell, even Windows Paint can mess this up.
I read about this in Scientific American several months ago.
Don't worry, your post has given away your sex.
Proud neuron in the Slashdot hivemind since 2002.
I shoot mine out a canon into the heart of the sun!
And given the variation pattern of defective pixels (both dark and hot) one could certainly match an individual camera if they had it to inspect in the same way ballistics can match a bullet to a gun. So this would likely be telling you which gun manufacturer and model to be checking, which you might not have known before.
Or is this one of those things that only works under "ideal conditions"?
"It's the height of ridiculousness to say for those 9 lines you get hundreds of millions."
i think the article is missing the point - this technology opens the door to a great comparison of camera and sensor technology.
with this tech someone could do an extensive research project on camera qualities.
I get enough grief with my (mostly) bad photography on Flickr--now the authorities are on to me as well. If they figure out I shot f4.0, 1/60, at 44mm instead of f5.6 I'm totally screwed! I mean, just think of the depth-of-field!
Since almost nobody uses this once promising sensor technology guessing which camera might have produced the image is selecting from a very small results set.
"It's the height of ridiculousness to say for those 9 lines you get hundreds of millions."
Just shoot raw and process the photos in Photoshop. Then their demosaic algorithm detector will just read "Adobe did it".
Music speeds up when you yawn, but does not change pitch.
They figured out how to read the EXIM data stream.
BRILLIANT!
WTF? Over?
All this talk of just using Photoshop to alter the images is just wrong-headed.
Photoshop's code is closed. Adobe, as well as every other closed-source image editor, could have long ago been "contacted" by agents from the NSA et al. and been "persuaded" under terms of an NDA to include watermark analogs in all images passing through their apps.
This happened with printer manufacturers; why would anyone assume it hasn't happened with image editors (and video and music everything else)? http://w2.eff.org/Privacy/printers/docucolor/
The cameras themselves may even have such tagging info included. Just 1% of the pixels shifted in a predetermined matrix (and compensated for in neighboring pixels) could easily and practically invisibly contain make, model, serial number, and date of file creation.
If this info is in thew hardware, even using open-source editors wouldn't ensure ID-free files.
What is needed, for images, would be an open-source photo ID stripper. This would be an app that: 1) removes all EXIF data from jpegs. 2) reconstitutes the photo by rendering, then applying an algorithm that slightly changes nearly every pixel (including slightly altering progressively larger sections of the photo in case specific pixels don't hold the data but areas do), and then re-compressing the image.
It could even be trained on specific cameras to remove hot and cold pixels.
This would be true anonymity.
Actually, this group has done more work in digital forensics including image manipulation detection, camera-model identification and unique SLR camera identification. Anyone who is interested to learn more about their wrk can visit http://isis.poly.edu/projects/forensics and find all the articles published under this subject!