Proposed method for privacy preservation using perturbation and cryptography
| Author(s) | : | Akash Siddhpura, Prof. Daxa Vekariya, Dr. Vipul Vekariy |
| Institution | : | M.E. Scholar, Computer Engineering, Noble group of institutes, Junagadh |
| Published In | : | Vol. 4, Issue 11 — November 2017 |
| Page No. | : | 1194-1197 |
| Domain | : | Engineering |
| Type | : | Research Paper |
| ISSN (Online) | : | 2348-4470 |
| ISSN (Print) | : | 2348-6406 |
Due to the wide deployment of information technology, privacy concern has been major issue in datamining. So for that new path is identified which is known as Privacy Preserving Data Mining (PDDM). Available PDDMtechniques are Perturbation, Generalization, Anonymization, Randomization and Cryptography. All of them have someadvantages as well as disadvantages also. If apply only cryptography PDDM using symmetric key encryption algorithm,then there will chances of losing data, because if anyone knows the key then data is available to anyone. If we applyperturbation PDDM only then it will not give you accurate result. So if we will use cryptography and perturbation then itwill achieve security as well as very less chances of losing data after applying the privacy preserving.
Akash Siddhpura, Prof. Daxa Vekariya, Dr. Vipul Vekariy, “Proposed method for privacy preservation using perturbation and cryptography”, International Journal of Advance Engineering and Research Development (IJAERD), Vol. 4, Issue 11, pp. 1194-1197, November 2017.
