Decentralized Deepfake Detection Blockchain Network using Dynamic Algorithm management
Nov 1, 2023·
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1 min read
Dipankar Sarkar
Abstract
This paper presents a novel approach to deepfake detection through a decentralized blockchain network that dynamically manages detection algorithms. The system leverages blockchain technology to create a transparent and secure platform where multiple deepfake detection algorithms can be deployed, evaluated, and updated in real-time, ensuring adaptability to new deepfake techniques.
Summary
The rapid advancement of deepfake technology poses significant challenges to digital media authenticity. Our research introduces a blockchain-based solution that:
- Implements a decentralized network for deepfake detection
- Provides dynamic algorithm management capabilities
- Ensures transparent evaluation and updating of detection methods
- Creates a collaborative environment for researchers and developers
