Opeyemi's Projects
Batch gradient algorithm implementation for linear regression
A C implementation of BIP340
Implementation of common attack and defense techniques against ML/DL models. This was done as assignments for the Trustworthy ML (CS 579) class at Oregon State University
:mortar_board: Path to a free self-taught education in Computer Science!
crypto primitives implementation in python
DBA: Distributed Backdoor Attacks against Federated Learning (ICLR 2020)
This project revisits the image restoration issue. The idea is that minimizing the l1 norm of the discrete gradient of a damaged image yields an output that is barely noticeable from the original non-degraded form. The inpainting problem was formulated to limit the high fidelity of known observations and minimize the overall norm of variability.
Implementation code for kaggle house price prediction challenge
Implementation of logistic regression classifier algorithm for AI534 class
MilliCar - An ns-3 Module for mmWave NR V2X Networks
Ensemble Machine Learning-based Misbehavior Detection - ECE599 Final Project
This simple tool extracts windows and linux device information for client sampling decisions in federated learning
Config files for my GitHub profile.
my personal webpage
Public Key Infrastructure (PKI) is a technology for authenticating users and devices in the digital world. The basic idea is to have one or more trusted parties digitally sign documents certifying that a particular cryptographic key belongs to a particular user or device.
Classification of tweets as positive or negative sentiments using different SVM kernels
Repo contains codes implemented for different side channel attacks and faults for CS579 (physical attacks and countermeasures) for my Master's at Oregon State University
materials and slides for talks I've given in the past
SVM algorithms implementation from scratch for AI539 class project
SVM implementation using CVX for Convex Optimization class
wifi router queueing simulation in python
This project explores the use of glove embedding to improve twitter sentiment classification performance - AI534 class