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Title: :  Privacy Policy Inference of User-Uploaded Images on social network
PaperId: :  4297
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 2 2017
DUI:    16.0415/IJARIIE-4297
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Vaibhav Sadashiv HatkarP.D.E.A.'s COE Manjari (Bk)
Nilesh Madhukar PatilP.D.E.A.'s COE Manjari (Bk)
Abhay Anil PawarP.D.E.A.'s COE Manjari (Bk)
Suraj Kailash SalunkeP.D.E.A.'s COE Manjari (Bk)

Abstract

Computer Engineering
Online information services ,Web-based services, Image Processing,NLP
Social Network is an emerging e-service for content sharing sites (CSS).With the increasing large no. of images users share through social sites, has maintaining privacy and protection has become a major problem, as demonstrated by a recent wave of incidents where users carelessly shared personal information. Social Networking Sites (SNS) such as Facebook and MySpace have engage millions of users because of their ability to connect individuals by social graphs and status. In light of these events, the need of tools and protector to help users control access to their shared image content is likely. Toward addressing this need, we propose an Adaptive Privacy Policy Prediction (A3P) system and NLP processing to help users compose privacy settings for their images. We examine the role of social context, image content, and metadata as possible indicators of users’ privacy preferences. We propose a novel approach of grouping friends to improve the privacy policy also we propose a two-level framework which according to the user’s available history on the site determines the best available privacy policy for the user’s images being uploaded. The Framework determines the best privacy policy for the uploaded images. It includes an Image classification framework for association of images with similar policies and a policy prediction technique to automatically generate a privacy policy for user-uploaded images. Our solution relies on an image classification framework for image categories which may be associated with similar policies, and on a policy prediction algorithm to automatically generate a policy for each newly uploaded image, also according to users’ social features. Over time, the generated policies will follow the evolution of users’ privacy attitude. We provide the results of our extensive evaluation over 6,000 policies, which demonstrate the effectiveness of our system, with prediction accuracies over 80 percent

Citations

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IJARIIE Vaibhav Sadashiv Hatkar, Nilesh Madhukar Patil, Abhay Anil Pawar, and Suraj Kailash Salunke. "Privacy Policy Inference of User-Uploaded Images on social network" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 2 2017 Page 1800-1804
MLA Vaibhav Sadashiv Hatkar, Nilesh Madhukar Patil, Abhay Anil Pawar, and Suraj Kailash Salunke. "Privacy Policy Inference of User-Uploaded Images on social network." International Journal Of Advance Research And Innovative Ideas In Education 3.2(2017) : 1800-1804.
APA Vaibhav Sadashiv Hatkar, Nilesh Madhukar Patil, Abhay Anil Pawar, & Suraj Kailash Salunke. (2017). Privacy Policy Inference of User-Uploaded Images on social network. International Journal Of Advance Research And Innovative Ideas In Education, 3(2), 1800-1804.
Chicago Vaibhav Sadashiv Hatkar, Nilesh Madhukar Patil, Abhay Anil Pawar, and Suraj Kailash Salunke. "Privacy Policy Inference of User-Uploaded Images on social network." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 2 (2017) : 1800-1804.
Oxford Vaibhav Sadashiv Hatkar, Nilesh Madhukar Patil, Abhay Anil Pawar, and Suraj Kailash Salunke. 'Privacy Policy Inference of User-Uploaded Images on social network', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, 2017, p. 1800-1804. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Privacy_Policy_Inference_of_User_Uploaded_Images_on_social_network_ijariie4297.pdf (Accessed : ).
Harvard Vaibhav Sadashiv Hatkar, Nilesh Madhukar Patil, Abhay Anil Pawar, and Suraj Kailash Salunke. (2017) 'Privacy Policy Inference of User-Uploaded Images on social network', International Journal Of Advance Research And Innovative Ideas In Education, 3(2), pp. 1800-1804IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Privacy_Policy_Inference_of_User_Uploaded_Images_on_social_network_ijariie4297.pdf (Accessed : )
IEEE Vaibhav Sadashiv Hatkar, Nilesh Madhukar Patil, Abhay Anil Pawar, and Suraj Kailash Salunke, "Privacy Policy Inference of User-Uploaded Images on social network," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, pp. 1800-1804, Mar-App 2017. [Online]. Available: http://ijariie.com/AdminUploadPdf/Privacy_Policy_Inference_of_User_Uploaded_Images_on_social_network_ijariie4297.pdf [Accessed : ].
Turabian Vaibhav Sadashiv Hatkar, Nilesh Madhukar Patil, Abhay Anil Pawar, and Suraj Kailash Salunke. "Privacy Policy Inference of User-Uploaded Images on social network." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 2 ().
Vancouver Vaibhav Sadashiv Hatkar, Nilesh Madhukar Patil, Abhay Anil Pawar, and Suraj Kailash Salunke. Privacy Policy Inference of User-Uploaded Images on social network. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : ]; 3(2) : 1800-1804. Available from: http://ijariie.com/AdminUploadPdf/Privacy_Policy_Inference_of_User_Uploaded_Images_on_social_network_ijariie4297.pdf
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