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Photo Identity Claim - Coggle Diagram
Photo Identity Claim
Tasks
Metadata
Save metadata into event
Extract metadata from selfie & pop submissions
Trigger metadata analysis for selfie & pop
Reduce analysis into fraud features
Determine binary metadata checks
Sample 10 pairs of pop & selfie for relevant metadata
include dimensions
include compression
Feed binary fraud features into identity-claim-irregular score
2nd iteration
Automated analysis on wfs pop & selfie for relevant metadata
Test data
image of image
Determine intern capacity
Collect set of public domain selfies (50)
Take picture of each picture in data set from computer screen & crop appropriately
Upload paired data sets to Google Shared Drive
Print public domain selfies
Take picture of printed selfies
Evaluation of IDRND
Deploy image in datascience ns
Basic wiring and happy-case penny test
Execute loop over
id-document headshots (should all fail)
selfies (should all pass)
? POPs (should match selfies)
Basic analysis of results GO/NO-GO
Feedback to SH team
Get IDRND Docker image to Dale
Verify the evidence is not faked
Web search (
https://cloud.google.com/vision/docs/detecting-web
)
SPIKE
Image of image check
idrnd passive liveness
cost? (0.1USD/ 10k calls)
JZ: Arrange call
SprintHive digital fraud checks
Test data
image of image
celeb database
wfs data
Verify person is present
compare selfie / pop
metadata
https://drewnoakes.com/code/exif/
https://exiftool.org/TagNames/index.html
absence of metadata
differences in attributes
compression
dimensions
face biometrics
age(s)
match confidence
gender
scene
object detection
Key points
POP performed / not performed
Verify against trusted identity photo