InvestigationU

Digital evidence

What EXIF Data Tells You

Every photograph carries a block of data describing how it was made. Sometimes it includes the coordinates. More often the useful part is what the fields say about each other — and whether they agree.

Full name
Exchangeable Image File Format
Best case
GPS coordinates and a timestamp
Usual case
Device, settings, and editing history
Stripped by
Most social platforms, on upload

EXIF is metadata written into the file by the camera. It records how and when the image was made — the device, the exposure settings, the date and time, and on a phone with location enabled, the coordinates.

Where it survives, it’s close to a fingerprint for the file. The catch is that it very often doesn’t survive, and knowing which is which is most of the skill.

Read it here. Our EXIF viewer parses the whole block in your browser, including GPS, the embedded thumbnail and the JPEG structure. The file never leaves your computer — nothing is uploaded anywhere, which matters when the image is evidence.

What’s worth looking at

FieldWhy it matters
Date and timeBuilds a timeline. Note that it’s the camera’s clock, which may be wrong
Offset timeThe UTC offset. Tells you the time zone the device was set to
GPSWhere it was taken, to a few meters. Present far less often than people expect
Make and modelIdentifies the device. Ties a set of images to one camera
SoftwareFirmware version, or the editor that last wrote the file. This is where tampering shows
Serial numberSome cameras write it. Links images to a specific physical body
Exposure, ISO, apertureDescribes the light. Checks the scene against the claimed time of day
OrientationHow the camera was held, and whether it was rotated afterwards
Image unique IDA per-image identifier, where the manufacturer sets one

A real file, read properly

A dog asleep on a bed, the sample photograph used for this metadata example
Taken on an Android phone specifically for this example, then moved via cloud storage so the metadata survived.

Getting the file off the phone matters. Send it through a messaging app or post it anywhere and the metadata is stripped before you ever see it. Upload it to cloud storage and download the original, and it comes through intact.

A parsed breakdown of the file listing file size, type, camera make Samsung, model SM-S901U1, orientation, resolution and firmware software version
The general block. Make, model and the firmware string in the Software field — a firmware version here, rather than an editor name, is a good sign.
Exposure and lighting values including 1/60 second, f/1.8, ISO 100, and image dimensions of 4000 by 3000
Exposure and dimensions. 1/60 at f/1.8 and ISO 100 describes moderate indoor light, which has to match the scene.
Date and time information showing a UTC offset of minus four hours, sub-second timings, focal length and unique image identifier
The time block. A −04:00 offset places the device in US Eastern daylight time, which is a locating detail in its own right when there’s no GPS.

There’s no GPS in this one, because location was off. That’s normal and it isn’t suspicious.

Making sense of a large block

A full EXIF dump runs to a hundred fields and most of them are camera engineering. Handing the block to an AI assistant and asking it to summarize what the fields collectively suggest is a legitimate use of the technology — it’s reading structured data and describing it, which is the thing these systems are actually reliable at.

Analytical observations noting the device is a recent Samsung model, settings suggest moderate indoor lighting, digital zoom was used, and the image was rotated 90 degrees
The summary held up against the file. It caught the 90-degree rotation, which had a mundane explanation — the phone’s gallery does it automatically.
A consistency and normalcy check listing camera model, resolution, exposure and firmware as consistent, followed by red flags for potential manipulation
Asked directly whether anything indicated deception. The useful part is the framing: consistency checks first, then the specific red flags to look for.

Note what it declined to say. Metadata alone can’t establish that an image is genuine, and a good answer says so rather than declaring the photograph authentic. Treat any tool that gives you a verdict with suspicion.

Detecting tampering

Metadata is trivial to edit. Anyone can rewrite a timestamp or coordinates in seconds, so you never treat a field as true because it exists. What you look for is fields disagreeing.

  • Internal contradiction. A camera model that didn’t exist on the stated date. A lens the body can’t mount. A dimension that doesn’t match the sensor
  • An editor in the Software field. Photoshop, GIMP, Lightroom or a phone editor means the file was re-saved. Not proof of anything dishonest, but it means what you are holding isn’t the original
  • Missing fields. Authentic camera output is verbose. A file with a timestamp and coordinates and almost nothing else has usually been rebuilt
  • Time that does not match light. ISO 3200 at f/1.8 on a stated midday timestamp is a contradiction the metadata can’t resolve on its own
  • Offset against claimed location. Coordinates in Arizona and a UTC offset for London is a straightforward inconsistency
  • Coordinates that do not match the scene. Put them on a map and open Street View. Confirm the buildings, the vegetation and the direction of the light

Beyond the metadata, the file structure itself carries evidence — the quantization tables reveal what quality it was last saved at, and error level analysis shows which regions have been re-compressed differently from their surroundings. Our viewer runs both.

Where it actually pays off

Establishing a location. A photograph sent from a phone, with GPS intact, places a device at a set of coordinates at a time. In missing person work that’s occasionally the entire lead — it narrows a search area from a county to a street.

Contradicting a claim. Somebody submits a video or an image and states it is unaltered. The metadata names the editing software. That contradiction doesn’t prove what was changed, but it undermines the statement, and it’s often enough.

Two things to keep in mind

Almost every social platform strips EXIF on upload for privacy. If you pulled the image from Facebook, X or Instagram, the absence of metadata tells you where you got the file, and nothing whatsoever about the file. Get the original from the source or from a cloud copy.

And the clock is the camera’s, not the world’s. Cameras with no network connection drift, get set wrong, and stay on the wrong time zone after travel. Corroborate a timestamp before you build anything on it.

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