Detection Engineering is a tactical function of a cybersecurity defense program that involves the design, implementation, and operation of detective controls with the goal of proactively identifyin…

This is the report that goes with my mock full-scope red team engagement against Game of Active Directory.

SIEM Tactics, Techiques, and Procedures

Azure Red Team tool for graphing Azure and Azure Active Directory objects

A collection of new grad roles for 2020

Example code for our book Introduction to Artificial Intelligence for Security Professionals

VGG-19 deep learning model trained using ISCX 2012 IDS Dataset

T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis

A network intrusion detection system based on incremental statistics (AfterImage) and an ensemble of autoencoders (KitNET)

Machine Learning with the NSL-KDD dataset for Network Intrusion Detection

Network intrusions classification using algorithms such as Support Vector Machine (SVM), Decision Tree, Naive Baye, K-Nearest Neighbor (KNN), Logistic Regression and Random Forest.

A network intrusion detection system using machine learning. Naive Bayes, Decision Tree machine learning algorithm are used in this project.

Network Intrusion Detection KDDCup '99', NSL-KDD and UNSW-NB15

A collection of learning resources for curious software engineers

📚 Freely available programming books

A complete computer science study plan to become a software engineer.

💎 Cheat sheet to prep for technical interviews.

A Resume in LaTeX!

A curriculum for a high school cyber security course.

A list of established remote companies

Collection of my favorite web development resources for beginners and professionals alike.

Data Structures and Algorithms in Java (useful in interview process)

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

freeCodeCamp.org's open-source codebase and curriculum. Learn math, programming, and computer science for free.