Research

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