Content Authentication Using Author Vectors, Signatures, and Ledgers
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Solution Overview
Problem
Existing methods fail to authenticate the identity of individuals in media content, particularly against deepfake technology, leading to potential identity theft and fraud.
Innovation Solution
A method involving generating a state author vector from content fragments, creating a block of key information with a digital signature, and using a distributed ledger to ensure the content's integrity and authenticity, incorporating biometrics for additional verification.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Ease of manufacture
If deepfake technology is used to create realistic impersonations, then the convincingness of media content increases, but the authenticity and reliability of identity representation deteriorates
Solution Approach 1:
The system performs preliminary authentication by generating cryptographic hashes and digital signatures of the original content author's biometric data before the content is distributed. These authentication credentials are stored in a distributed ledger in advance, enabling verification of the content author's identity before any potential deepfake manipulation can occur.
Solution Approach 2:
The system implements a feedback mechanism where the content authenticity is continuously verified by comparing the original cryptographic hash with hashes generated from the content during distribution. This allows real-time detection of any manipulation or deepfake substitution, providing ongoing authentication rather than a one-time check.
2Reliability
If cryptographic authentication methods are implemented, then the security and authenticity verification improves, but the system complexity and computational requirements increase
Solution Approach 1:
The system extracts only the essential authentication elements (cryptographic hash and digital signature) from the complex authentication process and stores them separately in a distributed ledger. This separation allows the main content distribution system to remain simple while the authentication functionality is handled by the specialized ledger infrastructure.
Solution Approach 2:
The distributed ledger acts as an intermediary between the content author and the verification system. It stores and manages the cryptographic authentication data, eliminating the need for direct complex cryptographic operations in the content distribution system itself. The ledger mediates the authentication process by providing pre-stored verification credentials.
Data Source
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AI summary
The present invention provides a computer-implemented method for providing content of a content author for authentication, the method comprising: obtaining, by the content author, a first author fragment of content; generating a first state author vector from the first author fragment of content; and creating a first block of key information based on the first author fragment of content, wherein the first block of key information comprises information of the first state author vector and a first digital signature.