Maha Driss

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 57

Top Venues

University of Rennes 1, France (PHD)

Education History

University of Rennes 1, France

PHD

Publications

Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa
Strengthening Network Intrusion Detection in IoT Environments with Self-Supervised Learning and Few Shot Learning. CoRR (2024)
Sidra Abbas, Wadii Boulila, Maha Driss, Nancy Victor, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Thippa Reddy Gadekallu
Aspect Category Detection of Mobile Edge Customer Reviews: A Distributed and Trustworthy Restaurant Recommendation System. IEEE Trans. Consumer Electron. 70 (1) (2024)
Himanshu Dhumras, Varun Shukla, Rakesh Kumar Bajaj, Maha Driss, Wadii Boulila
On Similarity Measures of Complex Picture Fuzzy Sets With Applications in the Field of Pattern Recognition. IEEE Access 12 (2024)
Giuseppe Varone, Wadii Boulila, Maha Driss, Saru Kumari, Muhammad Khurram Khan, Thippa Reddy Gadekallu, Amir Hussain
Finger pinching and imagination classification: A fusion of CNN architectures for IoMT-enabled BCI applications. Inf. Fusion 101 (2024)
Arfat Ahmad Khan, Maha Driss, Wadii Boulila, Gabriel Avelino R. Sampedro, Sidra Abbas, Chitapong Wechtaisong
Privacy Preserved and Decentralized Smartphone Recommendation System. IEEE Trans. Consumer Electron. 70 (1) (2024)
Ali Akbar Siddique, Nada Alasbali, Maha Driss, Wadii Boulila, Mohammed S. Alshehri, Jawad Ahmad
Sustainable collaboration: Federated learning for environmentally conscious forest fire classification in Green Internet of Things (IoT). Internet Things 25 (2024)
Ayyub Alzahem, Wadii Boulila, Maha Driss, Anis Koubaa
Feature Fusion for Improved Classification: Combining Dempster-Shafer Theory and Multiple CNN Architectures. CoRR (2024)
Sidra Abbas, Wadii Boulila, Maha Driss, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor
Active Learning Empowered Sentiment Analysis: An Approach for Optimizing Smartphone Customer's Review Sentiment Classification. IEEE Trans. Consumer Electron. 70 (1) (2024)
Maha Driss
LSTM-based QoE Evaluation for Web Microservices' Reputation Scoring. CoRR (2023)
Fatma S. Alrayes, Mohammed Zakariah, Maha Driss, Wadii Boulila
Deep Neural Decision Forest (DNDF): A Novel Approach for Enhancing Intrusion Detection Systems in Network Traffic Analysis. Sensors 23 (20) (2023)
Anwar Sadad, Muazzam Ali Khan, Baraq Ghaleb, Fadia Ali Khan, Maha Driss, Wadii Boulila, Jawad Ahmad
Distributed Twins in Edge Computing: Blockchain and IOTA. CoRR (2023)
Safa Ben Atitallah, Maha Driss, Henda Ben Ghézala
FedMicro-IDA: A federated learning and microservices-based framework for IoT data analytics. Internet Things 23 (2023)
Hassan Ali, Muhammad Shahbaz Khan, Maha Driss, Jawad Ahmad, William J. Buchanan, Nikolaos Pitropakis
CellSecure: Securing Image Data in Industrial Internet-of-Things via Cellular Automata and Chaos-Based Encryption. VTC Fall (2023)
Hassan Ali, Muhammad Shahbaz Khan, Maha Driss, Jawad Ahmad, William J. Buchanan, Nikolaos Pitropakis
CellSecure: Securing Image Data in Industrial Internet-of-Things via Cellular Automata and Chaos-Based Encryption. CoRR (2023)
Mahdi Jemmali, Wadii Boulila, Asma Cherif, Maha Driss
Efficient Storage Approach for Big Data Analytics: An Iterative-Probabilistic Method for Dynamic Resource Allocation of Big Satellite Images. IEEE Access 11 (2023)
Anwar Sadad, Muazzam Ali Khan, Baraq Ghaleb, Fadia Ali Khan, Maha Driss, Wadii Boulila, Jawad Ahmad
Distributed Twins in Edge Computing: Blockchain and IOTA. IWCMC (2023)
Maha Driss, Wadii Boulila, Haithem Mezni, Mokhtar Sellami, Safa Ben Atitallah, Nouf Alharbi
An Evidence Theory Based Embedding Model for the Management of Smart Water Environments. Sensors 23 (10) (2023)
Maha Driss
LSTM-Based QoE Evaluation for Web Microservices' Reputation Scoring. ICCCI (CCIS Volume) (2023)
Safa Ben Atitallah, Maha Driss, Henda Ben Ghézala
Revolutionizing Disease Diagnosis: A Microservices-Based Architecture for Privacy-Preserving and Efficient IoT Data Analytics Using Federated Learning. KES (2023)
Safa Ben Atitallah, Maha Driss, Henda Ben Ghézala
Revolutionizing Disease Diagnosis: A Microservices-Based Architecture for Privacy-Preserving and Efficient IoT Data Analytics Using Federated Learning. CoRR (2023)
Safa Ben Atitallah, Maha Driss, Henda Ben Ghzela
Microservices for Data Analytics in IoT Applications: Current Solutions, Open Challenges, and Future Research Directions. KES (2022)
Safa Ben Atitallah, Maha Driss, Wadii Boulila, Henda Ben Ghézala
Randomly initialized convolutional neural network for the recognition of COVID-19 using X-ray images. Int. J. Imaging Syst. Technol. 32 (1) (2022)
Mohammad Zubair Khan, Arindam Sarkar, Hamza Ghandorh, Maha Driss, Wadii Boulila
Information Fusion in Autonomous Vehicle Using Artificial Neural Group Key Synchronization. Sensors 22 (4) (2022)
Mahmood Safaei, Maha Driss, Wadii Boulila, Elankovan A. Sundararajan, Mitra Safaei
Global outliers detection in wireless sensor networks: A novel approach integrating time-series analysis, entropy, and random forest-based classification. Softw. Pract. Exp. 52 (1) (2022)
Fawad Masood, Maha Driss, Wadii Boulila, Jawad Ahmad, Sadaqat ur Rehman, Sana Ullah Jan, Abdullah Qayyum, William J. Buchanan
A Lightweight Chaos-Based Medical Image Encryption Scheme Using Random Shuffling and XOR Operations. Wirel. Pers. Commun. 127 (2) (2022)
Ayyub Alzahem, Wadii Boulila, Maha Driss, Anis Koubaa, Iman M. Almomani
Towards Optimizing Malware Detection: An Approach Based on Generative Adversarial Networks and Transformers. ICCCI (2022)
Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa, Henda Ben Ghézala
Fusion of convolutional neural networks based on Dempster-Shafer theory for automatic pneumonia detection from chest X-ray images. Int. J. Imaging Syst. Technol. 32 (2) (2022)
Safa Ben Atitallah, Maha Driss, Iman M. Almomani
A Novel Detection and Multi-Classification Approach for IoT-Malware Using Random Forest Voting of Fine-Tuning Convolutional Neural Networks. Sensors 22 (11) (2022)
Reem Al Saleh, Maha Driss, Iman M. Almomani
CBiLSTM: A Hybrid Deep Learning Model for Efficient Reputation Assessment of Cloud Services. IEEE Access 10 (2022)
Maha Driss, Safa Ben Atitallah, Amal Albalawi, Wadii Boulila
Req-WSComposer: a novel platform for requirements-driven composition of semantic web services. J. Ambient Intell. Humaniz. Comput. 13 (2) (2022)
Maha Driss
WS-ADVISING: a Reusable and reconfigurable microservices-based platform for effective academic advising. J. Ambient Intell. Humaniz. Comput. 13 (1) (2022)
Haithem Mezni, Maha Driss, Wadii Boulila, Safa Ben Atitallah, Mokhtar Sellami, Nouf Alharbi
SmartWater: A Service-Oriented and Sensor Cloud-Based Framework for Smart Monitoring of Water Environments. Remote. Sens. 14 (4) (2022)
Safa Ben Atitallah, Maha Driss, Wadii Boulila, Iman M. Almomani
An Effective Detection and Classification Approach for DoS Attacks in Wireless Sensor Networks Using Deep Transfer Learning Models and Majority Voting. ICCCI (CCIS Volume) (2022)
Maha Driss, Iman M. Almomani, Leen Alahmadi, Linah Alhajjam, Raghad Alharbi, Shahad Alanazi
COVIBOT: A Smart Chatbot for Assistance and E-Awareness during COVID-19 Pandemic. CoRR (2022)
Mujeeb Ur Rehman, Arslan Shafique, Yazeed Yasin Ghadi, Wadii Boulila, Sana Ullah Jan, Thippa Reddy Gadekallu, Maha Driss, Jawad Ahmad
A Novel Chaos-Based Privacy-Preserving Deep Learning Model for Cancer Diagnosis. IEEE Trans. Netw. Sci. Eng. 9 (6) (2022)
Shahid Latif, Maha Driss, Wadii Boulila, Zil E. Huma, Sajjad Shaukat Jamal, Zeba Idrees, Jawad Ahmad
Deep Learning for the Industrial Internet of Things (IIoT): A Comprehensive Survey of Techniques, Implementation Frameworks, Potential Applications, and Future Directions. Sensors 21 (22) (2021)
Wadii Boulila, Mokhtar Sellami, Maha Driss, Mohammed Al-Sarem, Mahmood Safaei, Fuad A. Ghaleb
RS-DCNN: A novel distributed convolutional-neural-networks based-approach for big remote-sensing image classification. Comput. Electron. Agric. 182 (2021)
Mahmood Safaei, Maha Driss, Wadii Boulila, Elankovan A. Sundararajan, Mitra Safaei
Global Outliers Detection in Wireless Sensor Networks: A Novel Approach Integrating Time-Series Analysis, Entropy, and Random Forest-based Classification. CoRR (2021)
Muhammad Almas Khan, Muazzam Ali Khan, Shahid Latif, Awais Aziz Shah, Mujeeb Ur Rehman, Wadii Boulila, Maha Driss, Jawad Ahmad
Voting Classifier-based Intrusion Detection for IoT Networks. CoRR (2021)
Wadii Boulila, Anmar Abuhamdah, Maha Driss, Slim Kammoun, Jawad Ahmad
GuideMe: A Mobile Application based on Global Positioning System and Object Recognition Towards a Smart Tourist Guide. CoRR (2021)
Wadii Boulila, Ayyub Alzahem, Aseel Almoudi, Muhanad Afifi, Ibrahim Alturki, Maha Driss
A Deep Learning-based Approach for Real-time Facemask Detection. ICMLA (2021)
Maha Driss, Daniah Hasan, Wadii Boulila, Jawad Ahmad
Microservices in IoT Security: Current Solutions, Research Challenges, and Future Directions. CoRR (2021)
Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa, Nesrine Atitallah, Henda Ben Ghézala
An Enhanced Randomly Initialized Convolutional Neural Network for Columnar Cactus Recognition in Unmanned Aerial Vehicle Imagery. CoRR (2021)
Maha Driss, Daniah Hasan, Wadii Boulila, Jawad Ahmad
Microservices in IoT Security: Current Solutions, Research Challenges, and Future Directions. KES (2021)
Wadii Boulila, Maha Driss, Mohammed Al-Sarem, Faisal Saeed, Moez Krichen
Weight Initialization Techniques for Deep Learning Algorithms in Remote Sensing: Recent Trends and Future Perspectives. CoRR (2021)
Munirah Alkhelaiwi, Wadii Boulila, Jawad Ahmad, Anis Koubaa, Maha Driss
An Efficient Approach Based on Privacy-Preserving Deep Learning for Satellite Image Classification. Remote. Sens. 13 (11) (2021)
Wadii Boulila, Ayyub Alzahem, Aseel Almoudi, Muhanad Afifi, Ibrahim Alturki, Maha Driss
A Deep Learning-based Approach for Real-time Facemask Detection. CoRR (2021)
Mahmood Safaei, Elankovan A. Sundararajan, Maha Driss, Wadii Boulila, Azrulhizam Shapi'i
A systematic literature review on obesity: Understanding the causes & consequences of obesity and reviewing various machine learning approaches used to predict obesity. Comput. Biol. Medicine 136 (2021)
Safa Ben Atitallah, Maha Driss, Wadii Boulila, Henda Ben Ghézala
Randomly Initialized Convolutional Neural Network for the Recognition of COVID-19 using X-ray Images. CoRR (2021)
Mujeeb Ur Rehman, Arslan Shafique, Sohail Khalid, Maha Driss, Saeed Rubaiee
Future Forecasting of COVID-19: A Supervised Learning Approach. Sensors 21 (10) (2021)
Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa, Nesrine Atitallah, Henda Ben Ghézala
An Enhanced Randomly Initialized Convolutional Neural Network for Columnar Cactus Recognition in Unmanned Aerial Vehicle imagery. KES (2021)
Muneeb A. Khan, Muazzam Ali Khan, Maha Driss, Wadii Boulila, Jawad Ahmad
Evolution of Target Localization in Wireless Sensor Network (WSN): A Review. CoRR (2021)
Daniah Hasan, Maha Driss
SUBLμME: Secure Blockchain as a Service and Microservices-based Framework for IoT Environments. AICCSA (2021)
Maha Driss, Amani Aljehani, Wadii Boulila, Hamza Ghandorh, Mohammed Al-Sarem
Servicing Your Requirements: An FCA and RCA-Driven Approach for Semantic Web Services Composition. IEEE Access 8 (2020)
Mahmood Safaei, Abul Samad Ismail, Hassan Chizari, Maha Driss, Wadii Boulila, Shahla Asadi, Mitra Safaei
Standalone noise and anomaly detection in wireless sensor networks: A novel time-series and adaptive Bayesian-network-based approach. Softw. Pract. Exp. 50 (4) (2020)
Mahmood Safaei, Shahla Asadi, Maha Driss, Wadii Boulila, Abdullah Alsaeedi, Hassan Chizari, Rusli Abdullah, Mitra Safaei
A Systematic Literature Review on Outlier Detection in Wireless Sensor Networks. Symmetry 12 (3) (2020)
Safa Ben Atitallah, Maha Driss, Wadii Boulila, Henda Ben Ghézala
Leveraging Deep Learning and IoT big data analytics to support the smart cities development: Review and future directions. Comput. Sci. Rev. 38 (2020)
Maha Driss, Yassine Jamoussi, Jean-Marc Jézéquel, Henda Hajjami Ben Ghézala
A multi-perspective approach for web service composition. iiWAS (2011)
Maha Driss, Yassine Jamoussi, Naouel Moha, Jean-Marc Jézéquel, Henda Ben Ghézala
Une approche centrée exigences pour la composition de services web. Ingénierie des Systèmes d Inf. 16 (2) (2011)
Zeina Azmeh, Maha Driss, Fady Hamoui, Marianne Huchard, Naouel Moha, Chouki Tibermacine
Selection of Composable Web Services Driven by User Requirements. ICWS (2011)
Maha Driss, Naouel Moha, Yassine Jamoussi, Jean-Marc Jézéquel, Henda Hajjami Ben Ghézala
A Requirement-Centric Approach to Web Service Modeling, Discovery, and Selection. ICSOC (2010)
Maha Driss, Yassine Jamoussi, Jean-Marc Jézéquel, Henda Hajjami Ben Ghézala
A Discrete-Events Simulation Approach for Evaluation of Service-Based Applications. ECOWS (2008)

Maha Driss.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Maha Driss