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​AOU Students' Theses​

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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