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C_murph's Projects

bitcoin-feather-forking-countermeasure icon bitcoin-feather-forking-countermeasure

This study investigates the architecture of the popular cryptocurrency platform, Bitcoin, and the underlying protocols that allow for Feather Forking attacks to occur - namely, Proof-of-Work (POW), Peer-to-Peer communication (P2P), and miner strategy. We also propose that the Blindly Signed Contracts anonymity protocol can be used as a countermeasure for such attacks while also providing greater privacy.

chronic-disease-classification icon chronic-disease-classification

In this paper, we employ both binary and multi-label approaches to classifying chronic disease diagnoses based on the Behavioral Risk Factor and Surveillance System (BRFSS) survey data, provided by the Centers for Disease and Control and Prevention (CDC).

covid-19-bipoc-population-impact icon covid-19-bipoc-population-impact

This report will investigate the disproportional representation among the people of color compared to the white population on a national, regional, and state-level in United States by analyzing reported data on COVID-19 associated cases, hospitalizations, and subsequent deaths.

reddit-short-text-classification icon reddit-short-text-classification

We explored multiple supervised learning methods in this project and established a Multinomial Naive Bayes Classier, a Support Vector Machine (SVM) classier and an Artificial Neural Network to classify short text Reddit posts (200 or fewer characters).

rss-news-scrapper-aggregator icon rss-news-scrapper-aggregator

Final Project for course DSCI 511-Data acquisition and pre-processing: Data pipeline to automatically collect RSS feeds of various Google News topics, collecting individual article text, html, and metadata by topic.

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