Image Authentication Based on Neural Networks

Details Image Authentication Based on Neural Networks Image Authentication Based on Neural Networks

2007-07-31

arxiv.org/abs/0707.4524v1

Computer Science

Multimedia

16 pages,10 figures, submitted

Scientific paper

Neural network has been attracting more and more researchers since the past decades. The properties, such as parameter sensitivity, random similarity, learning ability, etc., make it suitable for information protection, such as data encryption, data authentication, intrusion detection, etc. In this paper, by investigating neural networks' properties, the low-cost authentication method based on neural networks is proposed and used to authenticate images or videos. The authentication method can detect whether the images or videos are modified maliciously. Firstly, this chapter introduces neural networks' properties, such as parameter sensitivity, random similarity, diffusion property, confusion property, one-way property, etc. Secondly, the chapter gives an introduction to neural network based protection methods. Thirdly, an image or video authentication scheme based on neural networks is presented, and its performances, including security, robustness and efficiency, are analyzed. Finally, conclusions are drawn, and some open issues in this field are presented.

Affiliated with

Also associated with

No associations

Rating

Image Authentication Based on Neural Networks does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Image Authentication Based on Neural Networks, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Image Authentication Based on Neural Networks will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-222046