Blog

Little Endian Explained

Systems Programming
Exploits

An in-depth explanation of the ‘little-endian’ byte order and what implications that has when exploiting a machine that has this byte order.
Jun 4, 2024
Neil Dcruze

PWNABLE KR (CTF)

Exploits

[Spoiler Alert]: In this blog series, I will share my insights and solutions for the Capture The Flag (CTF) challenges found on pwnable.kr
May 26, 2024
Neil Dcruze

Introduction to Stack-Based Buffer Overflow Exploits

Exploits

This blog post explores a simplified Stack-Based Buffer Overflow exploit, demonstrating it through a carefully crafted C program and a detailed GDB analysis.
May 26, 2024
Neil Dcruze

Renaming Files in UFS2 : The Hard Way

Systems Programming
Unix

Writing a C program that traverses the structures used to represent files (and directories) in UFS2 (Unix File System) and renames a file/directory
May 24, 2024
Neil Dcruze

Unsupervised Learning with Linear Algebra

Machine Learning

Image Compression using Singular Value Decomposition
Mar 31, 2023
Neil Dcruze

Auditing Allocative Bias

Machine Learning

Training a Model to predict Employment for Different Individuals and then Audit the Model to Display Potential Biases across different Racial Groups
Mar 28, 2023
Neil Dcruze

Linear Regression

Machine Learning

Two Different Implementations of the Linear Regression Algorithm
Mar 28, 2023
Neil Dcruze

Kernel Logistic Regression

Machine Learning

An Implementation and Testing of Kernel Logistic Regression for Binary Classification of Data with Non-Linear Decision Boundaries
Mar 27, 2023
Neil Dcruze

Gradient Descent for Optimizing Logistic Regression

Machine Learning

Different Implementations of the Gradient Descent Algorithm, for Linearly Non-Separable Data
Mar 10, 2023
Neil Dcruze

Mathematical Proof of the Perceptron Learning Rule

Machine Learning
Mathematics

Using Mathematics to prove why the Perceptron Learning Rule works
Mar 1, 2023
Neil Dcruze

Perceptron Algorithm for Classification

Machine Learning

An Implementation of the Perceptron Algorithm
Feb 28, 2023
Neil Dcruze
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