Introduction Malware analysis is a time-consuming and resource-intensive task that requires expert knowledge and careful investigation. Security analysts must decide which analytical techniques to...

Implementation of a Reverse Shell in Python This project demonstrates the creation and operation of a reverse shell implemented in Python. A reverse shell is a connection where the target machine ...

File Encryption Prototype (Ransomware) in Python This project describes the creation and analysis of a simple file encryption prototype in Python for educational purposes (understanding risks, det...

RAG Document Assistant This project is a production-ready Retrieval-Augmented Generation (RAG) application designed for intelligent document querying and analysis. Available on GitHub at ammarloua...

MicroLens-1M Multimodal CTR Prediction with Custom CLIP Embeddings This project provides a complete end-to-end solution for the MicroLens-1M Multimodal CTR (Click-Through Rate) Prediction task fro...

ARP Spoofing Attack Simulation This project demonstrates a complete simulation of an ARP Spoofing (or ARP Poisoning) attack in a controlled virtual environment. It uses Python with Scapy to perfor...

LBPH Face Recognition with OpenCV Face recognition is an accessible entry point to computer vision: it combines classic image processing, dataset curation, and straightforward model training. This...

Solving the Traveling Salesman Problem with a Genetic Algorithm The Traveling Salesman Problem (TSP) is a classic optimization challenge: given a list of cities, find the shortest possible route t...

COVID-19 Forecasting and Risk Prediction Project This project presents a system for forecasting COVID-19 trends and predicting patient-level risks using advanced machine learning techniques. Avail...

Image Processing Application This MATLAB-based image processing application provides a robust platform for real-time image manipulation and analysis. Built entirely from scratch without relying on...