The project focuses on detecting network-based intrusions by building an intelligent model capable of detecting attacks and suspicious activities, along with analyzing the most important features that play a key role in identifying intrusion attempts,…
The CyberTrap project offers a new way to detect threats using cyber deception. It fixes a main problem in traditional security systems, which often cannot reliably detect complex and long-term threats. By placing misleading virtual…
IntelliGuard, an Android application powered by a custom AI model designed for high-precision detection. The team initially trained a sophisticated model on over 11,000 real-world apps—both malicious and benign—achieving a 94% accuracy rate in distinguishing…
ForensLink is an innovative cybersecurity project designed to detect malicious URLs using advanced artificial intelligence techniques. The project addresses one of the most widespread digital threats: URLs used in phishing attacks, malware delivery, and online…
The modern cybersecurity landscape is defined by asymmetric warfare. Advanced threat actors increasingly leverage automated generation tools, polymorphic code, and sophisticated evasion techniques to orchestrate large-scale campaigns. Consequently, Security Operations Centers (SOCs) remain fundamentally bottlenecked…
SafeMailer is an intelligent email filtering gateway designed to enhance organizational security against spam messages, phishing emails, and malicious software. The project is built on a multi-layered architecture that combines sender identity verification using SPF,…
This project presents the design and implementation of a Real-Time Network Intrusion Prevention System (RT-NIPS) based on a machine learning methodology. The system addresses the fundamental challenge in network security: achieving both high detection accuracy…
This project presents a portable, standalone tooldesigned for eficient cybersecurity log analysis. Byintegrating the detection engine and Sigmarules, the application enables security analysts toidentify threats locally without complex infrastructures. The platform bridges the gap betweenmassive…
Risk assessment tools reduce project failure by identifying challenges early and supporting prevention decisions
instagram reels and tiktok content boost brand engagement through short , engaging content that drives participation and awarness
My studies at IUTT University gave me a real competitive edge in international business.
Amin Ghazi
IB International Business
Year of 2022
