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Hard EXIF: Protecting Image Authorship Through Metadata, Hardware, and Content.
Protecting digital image authorship is crucial. A new Hard EXIF framework integrates metadata with physically unclonable functions (PUFs) to enhance security and usability, balancing legal validity, cost, and performance.
Area of Science:
- Computer Science
- Digital Forensics
- Information Security
Background:
- Digital image proliferation necessitates robust authorship protection.
- Existing methods like EXIF data, watermarking, and blockchain face limitations in security, usability, and cost.
- Challenges include metadata tampering, watermarking vulnerabilities, and blockchain complexity.
Purpose of the Study:
- To introduce a novel framework, Hard EXIF, for improved digital image authorship protection.
- To address the limitations of traditional methods by balancing legal validity, security, cost, and usability.
- To integrate physically unclonable functions (PUFs) with image metadata for enhanced security.
Main Methods:
- Developed the Hard EXIF framework combining metadata with physically unclonable functions (PUFs).
- Utilized unique device fingerprints generated by PUFs and embedded them using watermarking techniques.
- Leveraged hash functions and PUFs to enhance EXIF security and minimize implementation costs.
Main Results:
- Achieved an average Peak Signal-to-Noise Ratio (PSNR) of 42.89 dB.
- Maintained high similarity (99.46%) between original and watermarked images.
- Demonstrated a low extraction error rate of 0.0017.
Conclusions:
- The Hard EXIF framework effectively balances legal validity, security, cost, and usability for digital image authorship protection.
- The integration of PUFs and metadata offers a promising, high-performance solution.
- The proposed method shows significant potential for widespread application in securing digital image ownership.
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