Security and Privacy in Data Mining
INSE 6180
Closed
Montreal, Quebec, Canada
JY
General
- Graduate
- 15 learners; teams of 2
- 40 hours per learner
- Dates set by experience
- Learners self-assign
Preferred companies
- 2/2 project matches
- Anywhere
- Academic experience
- Any
- Any
Categories
Project timeline
-
February 17, 2022Experience start
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April 17, 2022Experience end
Overview
- Details
-
Students will analyze the privacy vulnerability of the dataset, and privacy threats caused by different machine learning models. Then, they will propose how to prevent attacks, and develop privacy-preserving data mining techniques to help companies solve problems.
- Learner skills
- Python, Statistical analysis, Business analytics, Data analytics
- Deliverables
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Final project on privacy and security in real data mining problems.
Project Examples
Final project on privacy and security in real data mining problems, for example, 1. privacy legislation security and privacy threats caused by current data mining techniques; 2. attacks and prevention methods: web privacy attacks, data mining-based intrusion detection; 3. privacy-preserving machine learning