Treffer: Video Steganography Using Machine Learning with Python

Title:
Video Steganography Using Machine Learning with Python
Source:
INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT. :1-8
Publisher Information:
Indospace Publications, 2024.
Publication Year:
2024
Document Type:
Fachzeitschrift Article
ISSN:
2582-3930
DOI:
10.55041/ijsrem40059
Accession Number:
edsair.doi...........b1f38e965b72613260e17165ce3e389e
Database:
OpenAIRE

Weitere Informationen

In the digital age, safeguarding sensitive information is paramount. This project, "Video Steganography Using Machine Learning with Python," introduces an innovative method to conceal one video within another, secured by dual authentication. Users submit a "cover video," a "hide video," a unique password, and an audio clip for validation. Utilizing Convolutional Neural Networks (CNNs), the approach seamlessly embeds the hide video into the cover video by leveraging CNNs’ capability to analyze spatial relationships in visual data. Recovery of the hidden video requires the correct password and audio clip, ensuring robust security. This method advances data protection through cutting-edge machine learning techniques. Key Words: Video steganography, Convolutional Neural Networks, authentication, data security.