Red Team vs Blue Team — Part 1: Building the Lab
⚠︎ Disclaimer: This project was conducted in a fully isolated virtual lab for academic purposes only. All techniques described are strictly educational and were performed in a controlled environmen...
ozyns
My First Full Penetration Test
⚠︎ Disclaimer: This project was conducted entirely in an isolated virtual lab for academic purposes. All techniques shown here are strictly educational. Never attempt these on systems you don’t own...
Evil Twin Attack with Fluxion
⚠︎ Disclaimer: This writeup is strictly for educational purposes. Performing this attack without explicit written permission from the network owner is illegal. Always test in a controlled lab envir...
Nmap Commands Guide — Essential Scanning Techniques
Nmap is one of the most powerful tools in a cybersecurity professional’s arsenal. This guide covers essential Nmap commands with practical explanations of what each one does and when to use it. ...
EUR/USD Forecasting with Random Forest — A Machine Learning Approach
TL;DR — Raw price data alone isn’t useful. We engineered 36 features (returns, volatility, RSI, lag windows), used a proper time-based split to avoid leakage, and trained a Random Forest reaching R...