Survey on Privacy Preserving Data Mining Techniques using Recent Algorithms

  title={Survey on Privacy Preserving Data Mining Techniques using Recent Algorithms},
  author={N. Rajesh and K. Sujatha and A. Arul Lawrence Selvakumar},
  journal={International Journal of Computer Applications},
privacy preserving data mining is playing crucial role act as rising technology to perform various data mining operations on private data and to pass on data in a secured way to protect sensitive data. Many types of technique such as randomization, secured sum algorithms and k-anonymity have been suggested in order to execute privacy preserving data mining. In this survey paper, on current researches made on privacy preserving data mining technique with fuzzy logic, neural network learning… Expand
15 Citations
A New Range Noise Perturbation Method based on Privacy Preserving Data Mining
  • Jinzhao Shan, Y. Lin, Xiaoke Zhu
  • Computer Science
  • 2020 IEEE International Conference on Artificial Intelligence and Information Systems (ICAIIS)
  • 2020
Privacy Preserving Data Mining and Data Exposure Technique and Performance Study
Data mining privacy preserving: Research agenda
  • Highly Influenced
Geometric Data Perturbation for Privacy Preserving in Data Stream Mining
Investigation on Privacy Preserving using K-Anonymity Techniques
  • 3


Research on privacy preserving classification data mining based on random perturbation
  • X. Zhang, Hongjing Bi
  • Computer Science
  • 2010 International Conference on Information, Networking and Automation (ICINA)
  • 2010
  • 36
Survey on Privacy Preserving Data Mining
  • 101
  • PDF
A Review on Privacy-Preserving Data Mining
  • 18
Privacy Preserving Data Mining Techniques: Current Scenario and Future Prospects
  • M. Malik, M. A. Ghazi, R. Ali
  • Computer Science
  • 2012 Third International Conference on Computer and Communication Technology
  • 2012
  • 130
A Review on Privacy Preserving Data Mining : Techniques and Research Challenges
  • 22
  • PDF
A Neural Network Clustering Based Algorithm for Privacy Preserving Data Mining
  • 11
Privacy preserving extraction of fuzzy rules from distributed data with different attributes
  • Jiang Jinsai, M. Umano, Kazuhisa Seta
  • Computer Science
  • 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS)
  • 2014
  • 5
On Data Distortion for Privacy Preserving Data Mining
  • 23
Privacy preserving in data mining - Experimental research on SMEs data
  • 10
  • PDF