Linguistic steganography is used for hiding information in the multimedia data in a traditional approach. For that, we are taking an image and converting the text into bits like 0's and 1's. In this paper, we are using both image and text dataset. Nowadays, providing secure data with confidentiality and integrity has become a big challenge in the present world. To improve the security of these existing parameters, we have proposed a methodology by referring through various reference papers and existing methodologies that can provide and attain confidentiality and integrity by utilizing various algorithms to provide a collective result. We have used algorithms like support vector machine (SVM), recurrent neural network (RNN), and convolutional neural network (CNN). For higher security, steganography algorithm is employed to mix with this algorithm. By applying the above algorithms, we will be doing encoding for providing more security. Image quality will not be loosed and there will be efficiency in decoding the information by doing encoding. If any users attack the code, due to the techniques that we used in our encoding, enhancing more security will be provided.
In this paper, we introduce the concept of Jaccard index measures under the neutrosophic environment to make the right decision in multiple attributes. Here, we insinuate two Jaccard index measures based on distance and the included weighted Jaccard of two vectors between the neutrosophic environment. Then, we determine the Multiple Attribute group decision-making method (in short MAGDM) based on the Jaccard index measures under the neutrosophic environment and also we compare the applications of the proposed MAGDM method in the neutrosophic environment. Finally, certain descriptive examples are on hand to verify the residential handle and to express its practicality and effectiveness.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.