Versions Compared

Key

  • This line was added.
  • This line was removed.
  • Formatting was changed.

Internship Projects/Mentors


Page properties


Low

Title

Use of NLP for Telco Data (logs) Anonymization

Status

Status
subtletrue
colourYellow
titlePENDING TSC REVIEW

Status
subtletrue
colourGreen
titleAccepting Applications
 

Status
subtletrue
colourRed
titleApplications Closed
 

Difficulty

Status
colourGreen
title

NOT ACCEPTING Applications - Now in Evaluating Stage

Difficulty

Status
colourYellow
titleMedium
Status
colour
Red
titleHigh



Description 

This work explores the possibility and effectiveness of NLP techniques for anonymizing Telco Data (logs). The goal is to answer the following questions?

...

Apart from answering the above questions, the outcome of this work also includes a tool that will take log-data, and anonymize it using an NLP-based approach.

Additional Information

Due to the request being part time, Toth is teaming with the general Anuket project so that the idea would be that the intern would be able to work on both projects.  

Learning Objectives

Working on this project will help the Student to:

1. Understand the Telco-Data, and the need for anonymization.

2. Understand different techniques and methodologies of anonymization

3. Master the use of NLP for anonymization 

Expected Outcome

A tool that takes original data and outputs anonymized data.

Relation to LF Networking 

Anuket, Thoth

Education Level

Undergrad (BE)

Skills

  1. Python
  2. Basics of Data Analytics and ML.
  3. Basics of NLP.

Future plans

This tool will get merged with other anonymization techniques.

Preferred Hours and Length of Internship

...

Mentor(s) Names and Contact Info

Mentor: Sridhar Rao, srao@linuxfoundation.org  srao@linuxfoundation.org, sridharkn, The Linux Foundation.

To apply, please do the following:

  • Send an email to the following:
  • Include your name, resume, and a statement of why you would be best for this project.
  • Due to the volume of applications, we may not respond until up to April 23rd.
    • Please be patient.