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.

03 April 2018 750 6 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 373 3 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 9,978 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 270 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 3,997 2 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 8,810 5 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 2,581 0 View

How to compare two groups with only two measurements?

Hiiiii everyone! I have an enquiry on statistical analysis. I was looking for many forum and it's still cannot solve my problem. I want to compare means of two groups of data but only with two...

03 March 2021 8,796 3 View

Guidelines for survey (question type) analysis?

Hi. Please tell me what guidelines should i need to follow for questionaries' type research work in India. It is not hospital based work, we are conduction basic institutional based qualitative...

03 March 2021 2,037 3 View

What's the best way to measure growth rates in House sparrow chicks from day 2 to day 10?

What's the best way to measure growth rates in House sparrow chicks from day 2 to day 10? Since, the growth curve from day 2 to 10 won't be like the "Logistic curve" it might not follow logistic...

03 March 2021 1,401 3 View

How to increase a model accuracy ?

dear community, my model is based feature extraction from non stationary signals using discrete Wavelet Transform and then using statistical features then machine learning classifiers in order to...

03 March 2021 6,994 5 View

1. What is the impact of having different scales in a survey? and how can we solve this problem before and after data collection (Literature)?

1. What is the impact of having different scales in a survey? and how can we solve this problem before and after data collection (Literature-based reflection)? Thank you for your time and for...

03 March 2021 2,870 3 View

What degree of missing data in a particular case/participant results in Expectation-Maximisation no longer working?

I'm dealing with a mediation model and am using the PROCESS module in SPSS. Due to SPSS and PROCESS being limited in the imputation methods - being unable to handle multiple imputation - the other...

02 March 2021 4,362 1 View

How to access MSCI KLD Stats and Sustainalytics?

Hello all, I'm currently working on my undergraduate thesis and I'm having difficulties trying to access KLD Stats and Sustainalytics because my campus Airlangga University and apparently other...

02 March 2021 8,525 1 View

Ideas for Phd's Thesis on pricing (Marketing)?

Hi everyone, I'm studying Marketing and I would like to write my PhD thesis on the topic of pricing. Any specific ideas?

02 March 2021 9,706 5 View

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02 March 2021 3,060 3 View

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02 March 2021 932 1 View