Jalpesh Vasa

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Questions related from Jalpesh Vasa

Which are data analytics techniques for which privacy preserving methods can be applied?

I'm using Big Data. Which are different Big Data Analytics/Data Analytics techniques, for which Privacy Preserving methods(Which method) can be applied? Please suggest.

04 April 2018 818 6 View

Which are the recent research topics/area in Data mining with IoT?

I have worked on Privacy preserving data mining using anonymization technique. Now currently i am working on Data Mining with IoT. So, I want to know latest/recent trends in research on Data...

09 September 2016 9,983 1 View

Which technique is most suitable to provide privacy in Big Data Analytics??

As i have read many literatures/papers on Privacy in big data, i got to know that various people are using different technique to achieve it. They are: 1. Anonymization Technique 2. Differential...

01 January 1970 10,038 4 View

Can anyone give me brief about different attack models in Privacy Preserving Big Data Analytics?

As per my reading of different technical literature, I found following Attacks are possible on Big Data Analytics, that requires to preserve Privacy of Individual. 1. Correlation Attack 2....

01 January 1970 336 0 View

Is there any good research article/paper mainly foucses on Privacy Preserving in Big Data Processing Stage or Privacy Preserving Big Data Publishing?

I had read lots of paper regarding Privacy Preserving Big Data Analytics.. I read in some article that Privacy can be provided at three different stages of Big Data Life Cycle namely, Data...

01 January 1970 2,639 0 View

Which attacks are possible on analytics of Big Data? Also which kind of datasets are vulnerable to privacy? like finance, healthcare, mobile, network

While working on privacy in big data, first question comes to my mind is: Why there is a need of privacy? - not to reveal personal profile or data. It is harmful, if it is linked with publicly...

01 January 1970 4,062 2 View

Limitation of Differential privacy w.r.t Big Data?

What are the limitation of e-differential privacy or e,d-differential privacy on big data? Which attacks are possible on Differential privacy on Big Data framework?

01 January 1970 454 3 View

Which are the data perturbation technique apply to preserve privacy on Big Data?

There are different data perturbation technique for privacy preservation: Additive perturbation Multiplicative Perturbation Rotation Perturbation Projection Perturbation Geometric...

01 January 1970 8,875 5 View