AOU Students' Theses

Enhanced DDoS Attack Mitigation: Leveraging Ensemble Learning In Data Cleansing

Elias Bader - 2025

Cyberbullying Automatic Detection and Mitigation on Social media using Deep Learning Techniques

Katia Berbery - 2025

Psychological Warfare Defense technique against the psychological warfare campaign conducted against Lebanon by Israel during 2024 war

Joe Ters - 2025

Explaining Advanced Malware Detection Techniques Using XAI Tools (SHAP, Eli5, and LIME

Aline Feghali - 2025

Intelligent Detection of Malicious URLs Using Feature-Based Classification and XGBoost Optimization

Mohamad Hassan - 2025

Explainable Siamese Network-Based Detection of DeepFake Impersonation Attacks using Biometrics

Hafez Haidar - 2025

Enhancing Email Security: Adaptive Detection Systems for Sophisticated Threats

Firas Abdel Nour - 2025

Towards Real-Time Threat Detection in Cloud Environments Using Automated Learning Models

Ibrahim Soubra - 2025

Demographic Feature Analysis Towards a Bias Free DeepFake Impersonation Attacks Detection

Anthony Abi Daher - 2025

AutoSecAgent: A Fully Improved Autonomous Pentester

Eddy Abdo - 2025

Detection of the Evil Twin Attack: Multi-Source Learning based on Unsupervised Techniques

Joseph El Hajj Youssef - 2025

Measuring Emails Against Phishing Tactics using Natural Language Processing (NLP)

Patrick farah - 2025

Adaptive Client Selection For MRI Reconstruction in Federated Learning

Samira Alkassar - 2025

Fake Sentiment Analysis on social media

Geryes Atallah - 2024

Securing Networks Against ICMP Covert Channels: Detection and Countermeasures

Giovanni Kaddissi - 2024

Enhancing IoT Device Security Through Digital Twins and Lightweight Cryptography: A Ditto-TinyJAMBU Approach

Mohammad Abed - 2024

Securing the Internet of Things: A Novel Hashing-Based Approach for IoT Device Connection Security

Abbass Yassine - 2024

Siamese Network-Based Detection of Deepfake Impersonation Attacks with a Person of Interest Approach

Pia Housseini - 2024

Securing Personal Data on Smartphones: Addressing APT Challenges and Phishing Threats

Ali Hodroj - 2024

Quantum-Inspired Federated Learning Inference Attacks Prevention

Elie Sokhen - 2024

GAN for MRI Reconstruction in Federated Learning

Hanan Morsel - 2024

Intelligent Network Intrusion Detection System ”INIDS”: A 2D-CNN Based IDS

Mohammad Zeid - 2024

Cloud Security: Identity and Endpoint protection (Application on Microsoft Azure)

Rayan Akl - 2024

Towards Secure Federated Learning: Enhancing Privacy and Robustness in Decentralized AI Systems

Rony Louis - 2024

Comparison of Data Cleansing Methods for Network DDoS Attacks Mitigation Using Deep Learning

Amine Tannoury - 2024

Performance Comparison of Supervised Machine Learning Techniques in Detecting Malicious Artificial Congestion in Connected Cars Environment

Mohammad Awali - 2024

Exploring The Role of Chatbots in ISO 27001 Information Security

Mahdi Sahily - 2024

CyberBOt: Raising Cyber Security Awareness Via Chatbots

Sadek Yassine - 2024

Dataset Generation and Machine learning based model for GNSS spoofing attacks

Sarah Jalloul - 2024

Enhancing Video Analytics: A Chatbot Framework for Real-Time Facial Detection and Tracking

Ali Hteit - 2024

Enhancing Data Privacy and Security in Federated Learning through Blockchain Technology

Ali Jammoul - 2024

Enhancing Intrusion Detection with Deep Learning

Abbas Darwish - 2024

Behavioral Two Factor Authentication For IAM Systems

Kamal Mouh - 2024

Detecting Malicious Websites Using Machine Learning

Hady Haddad - 2023

Optimization of DeepFake Video Detection Using Image Preprocessing

Ali Berjawi - 2023

Revisiting Attack Trees for Modeling Machine Pwning in Training Environments

Hussein Harb - 2023

PHISHING ATTACK DETECTION BASED on MACHINE LEARNING ALGOTRITHMS

Khalil Hamzi - 2023

Detecting Malicious URLs Phishing Attacks Using An Optimized Machine Learning Method

Francois Ziade - 2023

Using Blockchain and Vazka Authentication for the Security of Smart Home Devices

Wael Rayes - 2023

Intra-Slice Aggregated Defender - ISAD: Federated Learning Based Framework to Enhance 5G Intra-Slicing Security

Nidal Baz - 2023

Controller Area Network Intrusion Detection

Mohamad Ismail - 2023

Internet of Things in Smart Homes, Security Risk Assessment and Recommendations

Bahaa Bou Smail - 2023

Protection of Cognitive Security Using Explainable Fake News Detection

Sarkis Sarkissian - 2023

Detecting Advanced Persistent Threats on a Network Using Machine Learning

Georges Francis - 2023

Enhancing End-to-End Communication Security in Apache Kafka Using the SSS Algorithm

Ibrahim Kanj - 2023

Traffic Detection System Using Social Media

Alaa Kassem - 2022

TPA in Cloud Security

Nadine Beiz - 2022

Crime Detection and Profile Matching

Fatema El Husseini - 2022

Real-time Bitcoin price tendency awareness

Housam Moustafa - 2022

IEWS: a Free Open Source Intelligent Early Warning System Based on Machine Learning

Abdulrahman El Tawil - 2022

Survey on IoT Multi-Factor Authentication Protocols: A Systematic Literature Review

Zein Fneish - 2022

DOS/DDOS attacks detection using machine learning algorithms

Georges Hachache - 2022

Robust LSB Image Steganography System for Safe Digital Communication

Raman Abdelkhalek - 2021

EMV Protocol Security: Standard, Threats Analysis and Countermeasures

Noor El Nammar - 2021

Machine Learning for Automated and Efficient Penetration Tests

Joe El Housseini - 2021

Efficient and Robust Stego-Malware Detection & Prevention Approaches

Ali Moussawi - 2021

Integrating SIEM with SOAR for Reduced Incident Response Time

Ibrahim Azzam - 2021

Efficient and Robust Detection Framework for IoT Botnets

Nahi Aljawad - 2021

Hashgraph Security : Analysis and Evaluation

Ahmed Asadallah - 2021

Efficient Machine Learning Detection Approach for DDoS Attacks

Alaa Hallani - 2021

IoT DDoS Traffic detection using Machine Learning and heuristics

Rani Al Rahbani - 2021

Social Engineering Awareness Assessment

Abdul Ayyad - 2021

Cloud Security: Data Protection Techniques for CSP and CC

Ali Sakr - 2020

Enhanced K-Nearest Neighbor algorithm for network traffic classification based on sigmoid

Ali Khiereddine - 2020

Efficient and Robust feature selection technique for detecting DDoS & Port Scan Traffic

Abed Naboulsi - 2020

The Pivotal Role of Artificial Intelligence Tools in Big Data Forensics

Elie Keyrouz - 2020

Towards Efficient and Secure Privacy-Preserving Solutions Using Homomorphic Encryption

Maroun Kreidy - 2020

Survey on Mobile Security and Malware Detection Tools

Ramy Nouwar - 2020

Minimize False Positive And False Negative In Online Transaction

Etienne Hajj - 2020

Ransomware Detection over Network

Hassan Jradi - 2020

Fileless Malware Evolution and Evasion

Imad Menam - 2020

Efficient and Secure Statistical DDoS & Port Scan Detection Scheme

Hussein Majed - 2020

Efficient MIRIA Botnet Detection Scheme

Hasan Idriss - 2020

Design and Realization of Efficient and Secured Privacy Preserving Algorithm for Public Data

Elie Helou - 2020

Exploiting Vulnerabilities of MRI Scanner Machine: Lebanon Case Study

Reem Nabha - 2020

Survey on Fake Accounts Detection Algorithms on Online Social Networks

Jad Shamseddine - 2020

Exploiting vulnerabilities of IP cameras in Lebanon.

Peter Bathich - 2020

A Quantitative Study of Social Engineering in Cyber Security

Eliot Noun - 2020

Digital Forensics Survey of Android Based Handheld Devices

Marie Boueiz - 2020

Security enhancement in storage area network

Souheil Chukry - 2019

Towards Securing LoRaWAN ABP Communication System

Tarif Hatoum - 2019

A Simple Approach for Securing IoT Data Transmitted over Multi-RATs

Rida Diba - 2019

EFFICIENT COUNTERMEASURES AGAINST ANTI-FORENSICS TECHNIQUES

Ahmad Hammoud - 2019

5G Security: Limitations, Issues, and Recommendations

Elie Lahoud - 2019

Cyber-physical systems security: Limitations, issues and future trends

Jean Abs- Yaacoub - 2019

Destroying Image Stegomalware Using a Lightweight and Robust Noising & an Invisible Watermark Approach

Andrew El Housseini - 2019

A Lightweight IoT Security Solution

Hisham Yassine - 2018

Business process models syntactic quality defects formalization using OCL

Nadine Kamal Eddine - 2017

A New Model for Rating Users’ Profiles in Online Social Networks

Nadine Alsaid - 2016

Heart Rate Test reports Combined With Detailed User Contextual Information Using (Handheld Devices) Smartphone (HRMCPC)

Zaher Hamza - 2016

ENHANCING CLOUD DATABASE SCALABILITY THROUGH MOBILE AGENT

Hiba Khaddaj - 2015

KEY EXCHANGE MECHANISM TO ENSURE PRIVACY IN SMART GRIDS

Rami Sleiman - 2015

A COMPARATIVE APPROACH TO MODEL TRAFFIC LIGHT CONTROLLER BASED ON ARTIFICIAL NEURAL NETWORKS

Jinan Aboutaam - 2015

Mobile user signature extraction based on user behavioural pattern (MUSEP)

Beatrice El-Hage - 2015

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