Decentralized Deepfake Task Management Algorithm Based on Blockchain ...
The blockchain in this algorithm can provide a decentralized storage and management platform to ensure that the data and models of deepfake tasks will not be tampered with or lost. Edge computing can distribute tasks to edge devices close to the data source for processing, reducing data transmission delays and bandwidth consumption, and ...
Decentralized Deepfake Task Management Algorithm Based on Blockchain ...
A decentralized deepfake task management algorithm (DD-TMA) based on blockchain and edge computing that establishes a decentralized computing platform based on blockchain and enhances computing power during the execution of decentralized deepfake tasks through the integration of federated computing and edge computing.
Decentralized Deepfake Detection Blockchain Network using …
This paper presents a comprehensive framework for a blockchain-based decentralized system designed to tackle the escalating challenge of digital content integrity. The proposed system integrates advanced deep learning algorithms with the immutable and transparent nature of blockchain technology to create a trustless environment where ...
[2311.18545] Decentralized Deepfake Detection Blockchain …
Dec 1, 2023 · The proposed system integrates advanced deep learning algorithms with the immutable and transparent nature of blockchain technology to create a trustless environment where authenticity can be verified without relying on a single centralized authority.
DDS: Deepfake Detection System through Collective Intelligence …
Feb 7, 2023 · A decentralized deepfake task management algorithm (DD-TMA) based on blockchain and edge computing that establishes a decentralized computing platform based on blockchain and enhances computing power during the execution of decentralized deepfake tasks through the integration of federated computing and edge computing.
Dec 1, 2023 · Deepfake technology is a major threat to the integrity of digital media. This paper presents a compre-hensive framework for a blockchain-based decentralized system designed to tackle the escalating challenge of digital content integrity.
A Novel Blockchain-Based Deepfake Detection Method Using
Jan 26, 2024 · To address the shortcomings of previous methods, such as high delay, low accuracy, and insecure methods, we present a BFLDL method (a blockchain-based FL method with DL technique) for recognizing deepfake videos that generate an accurate and strong partnership based on data from multiple resources.
DECENTRALIZED DEEPFAKE DETECTION BLOCKCHAIN …
Dec 5, 2023 · Deepfake technology is a major threat to the integrity of digital media. This paper presents a comprehensive framework for a blockchain-based decentralized system designed to tackle the...
A shared updatable method of content regulation for deepfake …
Mar 16, 2022 · A decentralized deepfake task management algorithm (DD-TMA) based on blockchain and edge computing that establishes a decentralized computing platform based on blockchain and enhances computing power during the execution of decentralized deepfake tasks through the integration of federated computing and edge computing.
AI-Driven Task Scheduling Strategy with Blockchain Integration for Edge …
Jan 19, 2024 · Moreover, we integrate blockchain with AI-driven task scheduling to fortify security, protect user privacy, and optimize edge computing in IoT-based environments. The blockchain-based approach ensures a secure and trusted decentralized identity management and reputation system for IoT edge networks.