Reconstruction of Patch Face Reducing Malicious Attack in Secure Computation

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Provided by: The International Journal of Innovative Research in Computer and Communication Engineering
Topic: Security
Format: PDF
Secure Computation of Face Identification (SCiFI) is a recently developed system which combines security with face recognition system and that ensures the list of faces it can identify remains private. A detailed study that shows the outcome of distorted input attacks on the system - from both a security and computer vision standpoint is given. In particular, the following is proposed, a cryptographic attack that allows a fraudulent user to unnoticeably obtain a coded representation of faces on the list, and a visualization approach that turns the lossy recovered codes into human-identifiable face sketches exploiting the breach.
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