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Title: :  Shopping Preferences are safeguarded by differential privacy
PaperId: :  21080
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 4 2023
DUI:    16.0415/IJARIIE-21080
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Pavani BDayananda Sagar Academy of Technology and Management
Dr. Chitra KDayananda Sagar Academy of Technology and Management

Abstract

Computer Engineering
Security for Different Privacy, Noise Limit, Online Banking, Shopping Choice
A variety of assaults might cause online banks to reveal the buying interests of their customers. Because of differential privacy, any consumer can alter his consumption quantity locally before submitting it to online banks. However, because current differential privacy systems do not take into account resolving the noise boundary problem, immediately implementing differential privacy in online banking would result in problems in practice. In this research, we provide an Optimized Differential Private Online Transaction Scheme (O-DIOR) for online banks to establish consumption amount ceilings with additional noises. In order to use various bounds while still adhering to the notion of differential privacy, we next modify O-DIOR and create a RO-DIOR scheme. In order to demonstrate that our systems can meet the differential privacy requirement, we also offer a thorough theoretical analysis. Finally, we have used our systems in tests using mobile payments to gauge their performance. According to experimental findings, the relationship between online bank balance and spending quantity is greatly decreased, and reciprocal informational privacy losses are smaller than 0.5.

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IJARIIE Pavani B, and Dr. Chitra K. "Shopping Preferences are safeguarded by differential privacy" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 4 2023 Page 1134-1137
MLA Pavani B, and Dr. Chitra K. "Shopping Preferences are safeguarded by differential privacy." International Journal Of Advance Research And Innovative Ideas In Education 9.4(2023) : 1134-1137.
APA Pavani B, & Dr. Chitra K. (2023). Shopping Preferences are safeguarded by differential privacy. International Journal Of Advance Research And Innovative Ideas In Education, 9(4), 1134-1137.
Chicago Pavani B, and Dr. Chitra K. "Shopping Preferences are safeguarded by differential privacy." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 4 (2023) : 1134-1137.
Oxford Pavani B, and Dr. Chitra K. 'Shopping Preferences are safeguarded by differential privacy', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 4, 2023, p. 1134-1137. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Shopping_Preferences_are_safeguarded_by_differential_privacy_ijariie21080.pdf (Accessed : ).
Harvard Pavani B, and Dr. Chitra K. (2023) 'Shopping Preferences are safeguarded by differential privacy', International Journal Of Advance Research And Innovative Ideas In Education, 9(4), pp. 1134-1137IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Shopping_Preferences_are_safeguarded_by_differential_privacy_ijariie21080.pdf (Accessed : )
IEEE Pavani B, and Dr. Chitra K, "Shopping Preferences are safeguarded by differential privacy," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 4, pp. 1134-1137, Jul-Aug 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Shopping_Preferences_are_safeguarded_by_differential_privacy_ijariie21080.pdf [Accessed : ].
Turabian Pavani B, and Dr. Chitra K. "Shopping Preferences are safeguarded by differential privacy." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 4 ().
Vancouver Pavani B, and Dr. Chitra K. Shopping Preferences are safeguarded by differential privacy. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(4) : 1134-1137. Available from: https://ijariie.com/AdminUploadPdf/Shopping_Preferences_are_safeguarded_by_differential_privacy_ijariie21080.pdf
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