The project is about Anonymousing data for mobile customer. This project is for showing how client's data should be secure and safe for data analyst

Sensitive Data Management: Data Discovery and Anonymization toolkit

• Data Aggregation and Analysis • Data Anonymisation • Propose Data Analysis Approaches • Designing a Database

Data anonymity made simple

Runner Up AIML - HackToFuture, SJEC, Mangalore (Rs. 20,000)

A selected collection of my work samples

Extracting and analyzing user data stored by Facebook using Python and SQLIte

CAP LLM Plugin helps developers create tailored Generative AI based CAP applications by leveraging SAP HANA Cloud Data Anonymization and Vector Engine and SAP AI Core Services.

Anonymize data using AES-128 encryption/decryption algorithm.

Hash data stored in Excel spreadsheet using pandas and Python's hashlib library

DPP - "Anonymizing Transaction Databases for Publication" - AA 2022/23

Distributed Anonymization Platform for SQL databases

📛 An experimental data anonymisation library

Chrome extension to anonymize Excel/CSV HR, payroll & equity comp data — 100% local, zero permissions.

Neuralyzer is a library and a command line tool to anonymize databases (by updating existing data or populating a table with fake data)

Data anonymization project using ARX: applying k-anonymity with l-diversity and t-closeness to evaluate privacy-utility trade-offs on a sensitive dataset.

Anonymize your database dumps.

Anonymizing confidential data using the concept of masking.

Exploring US Census microdata, tackling privacy issues, and anonymization. Exercise A delves into quasi-identifiers, anonymization methods, identification risks, and differential privacy. Exercise B involves data loading, k-anonymity, histograms, adding noise for privacy, computing private averages, and analyzing privacy parameter impacts.

De-identify documents to prevent the risk of information leakage.