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samanzameni/README.md

Hi, I'm Saman Zameni 馃憢

I work on location privacy in wireless systems, specifically on what geolocation databases in cognitive radio networks reveal about the users they protect, and how differential privacy can limit that leakage.

  • 馃帗 M.Sc. in Computer Engineering (Software), University of Tehran 路 B.Sc. in Mathematics and Applications, Amirkabir University of Technology
  • 馃捈 Software Test Engineer (core banking systems); previously front-end developer (Angular)
  • 馃敪 Seeking a fully funded PhD position in Computer Science or Information Systems

Research

Paper Status Code (preliminary)
Inference-Based Localization Attacks on Primary Users in Geolocation Database-Assisted Spectrum Sharing. Particle-filter and machine-learning attacks that infer a primary user's location from maximum-transmit-power (MTP) responses. Under review, Ad Hoc Networks Master-Thesis
Differential Privacy for Geo-Location Database Responses: Optimal Power Cost, Coalition Limits and Region Accounting. DP-MTP, a response-level DP mechanism with a near-optimal power cost, coalition bounds and a per-cell privacy ledger. In preparation Second-Paper

Research interests: data privacy and differential privacy 路 wireless networks and dynamic spectrum access 路 machine learning 路 big data analytics

Code in these repositories is a preliminary version; the final code for each paper will be released on publication.

Tools

MATLAB 路 Python 路 R 路 SQL 路 TensorFlow 路 PyTorch 路 scikit-learn 路 LaTeX 路 Angular 路 TypeScript 路 Selenium

Contact

Website 路 ORCID 路 LinkedIn 路 Email

Pinned Loading

  1. Bachelor-Thesis Bachelor-Thesis Public

    This document presents the code for my Bachelor's thesis titled "Determining the number of clusters in hierarchical clustering."

    R

  2. Master-Thesis Master-Thesis Public

    This document presents the code for my Master's thesis and article titled "Inference-Based Localization Attacks on Primary Users in Geolocation Database-Assisted Spectrum Sharing"

    MATLAB

  3. personal-webpage personal-webpage Public

    I have created a personal website showcasing my academic background and resume from university.

    HTML

  4. Second-Paper Second-Paper Public

    Differential Privacy for Geo-Location Database Responses: Optimal Power Cost, Coalition Limits and Region Accounting

    MATLAB

  5. samanzameni samanzameni Public