Maha Driss - RankMe

89 papers A 2B 10C 3Journal 66Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	IDS-GraphMamba: A Markov-enhanced graph Mamba framework for real-time intrusion detection in IoMT edge networks. Comput. Networks Safa Ben Atitallah, Maha Driss, Wadii Boulila
2025	B	`conf`	Adaptive Diffusion Markov-Enhanced GCN with LLM Explanations for IoT Attack Detection. KES Safa Ben Atitallah, Maha Driss, Arwa Alsehibani, Wadii Boulila
2025	J	`jnl`	Advances in natural language processing for healthcare: A comprehensive review of techniques, applications, and future directions. Comput. Sci. Rev. Fatmah Alafari, Maha Driss, Asma Cherif
2025	J	`jnl`	EFS-IDS: An Enhanced Feature-Selective Intrusion Detection System for Imbalanced IoT Traffic Data. IEEE Open J. Commun. Soc. Gopikrishnan Sundaram, Pujitha Jonnalagadda, Maha Driss, Wadii Boulila
2025	B	`conf`	Edge-Enabled Federated Learning for Predictive Energy Modeling in Multi-Building Systems. IJCNN Faizan Hamayat, Haider Ali, Maha Driss, Jan Sher Khan
2025	J	`jnl`	Efficient Hierarchical Multimodal Graph Neural Networks for AI-Driven Decision-Making in Consumer Data. IEEE Trans. Consumer Electron. V. Jothi Prakash, S. Arul Antran Vijay, Gopikrishnan Sundaram, Maha Driss, Wadii Boulila
2025	J	`jnl`	Enhancing Early Alzheimer Disease Detection through Big Data and Ensemble Few-Shot Learning. CoRR Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa
2025	J	`jnl`	Enhancing Early Alzheimer's Disease Detection Through Big Data and Ensemble Few-Shot Learning. IEEE J. Biomed. Health Informatics Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa
2025	J	`jnl`	Ethereum Smart Contracts Under Scrutiny: A Survey of Security Verification Tools, Techniques, and Challenges. Comput. Mounira Kezadri Hamiaz, Maha Driss
2025	J	`jnl`	FedMicro-IDA: A Federated Learning and Microservices-based Framework for IoT Data Analytics. CoRR Safa Ben Atitallah, Maha Driss, Henda Ben Ghézala
2025	B	`conf`	Resilience without AI: Assessing the Viability of Deception-Based Ransomware Detection. KES Liam Goddard, Muhammad Shahbaz Khan, Maha Driss, Baraq Ghaleb, Mouad Lemoudden, William J. Buchanan, Jawad Ahmad
2025	J	`jnl`	SOH-KLSTM: A Hybrid Kolmogorov-Arnold Network and LSTM Model for Enhanced Lithium-Ion Battery Health Monitoring. CoRR Imen Jarraya, Safa Ben Atitallah, Fatimah Alahmeda, Mohamed Abdelkader, Maha Driss, Fatma A. Hashim, Anis Koubâa
2025	J	`jnl`	Securing Industrial IoT Environments: A Fuzzy Graph Attention Network for Robust Intrusion Detection. IEEE Open J. Comput. Soc. Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa
2025	J	`jnl`	Self-supervised learning for graph-structured data in healthcare applications: A comprehensive review. Comput. Biol. Medicine Safa Ben Atitallah, Chaima Ben Rabah, Maha Driss, Wadii Boulila, Anis Koubaa
2025	J	`jnl`	SeqNovo: De Novo Peptide Sequencing Prediction in IoMT via Seq2Seq. IEEE J. Biomed. Health Informatics Eric Ke Wang, Mingjia Zhu, Wadii Boulila, Maha Driss, Thippa Reddy Gadekallu, Chien-Ming Chen, Lei Wang, Saru Kumari, Siu-Ming Yiu
2025	J	`jnl`	Steganography in IoT: A Comprehensive Survey on Approaches, Challenges, and Future Directions. IEEE Access Maha Driss, Lamia Berriche, Safa Ben Atitallah, Siwar Rekik
2024	B	`conf`	A Novel Cosine-Modulated-Polynomial Chaotic Map to Strengthen Image Encryption Algorithms in IoT Environments. KES Muhammad Shahbaz Khan, Jawad Ahmad, Ahmed Al-Dubai, Nikolaos Pitropakis, Maha Driss, William J. Buchanan
2024	J	`jnl`	A Novel Speech Analysis and Correction Tool for Arabic-Speaking Children. CoRR Lamia Berriche, Maha Driss, Areej Ahmed Almuntashri, Asma Mufreh Lghabi, Heba Saleh Almudhi, Munerah Abdul-Aziz Almansour
2024	J	`jnl`	A novel medical image data protection scheme for smart healthcare system. CAAI Trans. Intell. Technol. Mujeeb Ur Rehman, Arslan Shafique, Muhammad Shahbaz Khan, Maha Driss, Wadii Boulila, Yazeed Yasin Ghadi, Suresh Babu Changalasetty, Majed Alhaisoni, Jawad Ahmad
2024	J	`jnl`	Active Learning Empowered Sentiment Analysis: An Approach for Optimizing Smartphone Customer's Review Sentiment Classification. IEEE Trans. Consumer Electron. Sidra Abbas, Wadii Boulila, Maha Driss, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor
2024	J	`jnl`	Aspect Category Detection of Mobile Edge Customer Reviews: A Distributed and Trustworthy Restaurant Recommendation System. IEEE Trans. Consumer Electron. Sidra Abbas, Wadii Boulila, Maha Driss, Nancy Victor, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Thippa Reddy Gadekallu
2024	J	`jnl`	Enhancing Internet of Things Security throughSelf-Supervised Graph Neural Networks. CoRR Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa
2024	J	`jnl`	Exploring Graph Mamba: A Comprehensive Survey on State-Space Models for Graph Learning. CoRR Safa Ben Atitallah, Chaima Ben Rabah, Maha Driss, Wadii Boulila, Anis Koubaa
2024	—	`conf`	Feature Fusion for Improved Classification: Combining Dempster-Shafer Theory and Multiple CNN Architectures. ICCCI (2) Ayyub Alzahem, Wadii Boulila, Maha Driss, Anis Koubaa
2024	J	`jnl`	Feature Fusion for Improved Classification: Combining Dempster-Shafer Theory and Multiple CNN Architectures. CoRR Ayyub Alzahem, Wadii Boulila, Maha Driss, Anis Koubaa
2024	J	`jnl`	Finger pinching and imagination classification: A fusion of CNN architectures for IoMT-enabled BCI applications. Inf. Fusion Giuseppe Varone, Wadii Boulila, Maha Driss, Saru Kumari, Muhammad Khurram Khan, Thippa Reddy Gadekallu, Amir Hussain
2024	J	`jnl`	On Similarity Measures of Complex Picture Fuzzy Sets With Applications in the Field of Pattern Recognition. IEEE Access Himanshu Dhumras, Varun Shukla, Rakesh Kumar Bajaj, Maha Driss, Wadii Boulila
2024	J	`jnl`	Privacy Preserved and Decentralized Smartphone Recommendation System. IEEE Trans. Consumer Electron. Arfat Ahmad Khan, Maha Driss, Wadii Boulila, Gabriel Avelino R. Sampedro, Sidra Abbas, Chitapong Wechtaisong
2024	J	`jnl`	Self-Supervised Learning for Graph-Structured Data in Healthcare Applications: A Comprehensive Review. CoRR Safa Ben Atitallah, Chaima Ben Rabah, Maha Driss, Wadii Boulila, Anis Koubaa
2024	J	`jnl`	Strengthening Network Intrusion Detection in IoT Environments with Self-Supervised Learning and Few Shot Learning. CoRR Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa
2024	—	`conf`	Strengthening Network Intrusion Detection in IoT Environments with Self-supervised Learning and Few Shot Learning. ICCCI (2) Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa
2024	J	`jnl`	Sustainable collaboration: Federated learning for environmentally conscious forest fire classification in Green Internet of Things (IoT). Internet Things Ali Akbar Siddique, Nada Alasbali, Maha Driss, Wadii Boulila, Mohammed S. Alshehri, Jawad Ahmad
2023	J	`jnl`	An Evidence Theory Based Embedding Model for the Management of Smart Water Environments. Sensors Maha Driss, Wadii Boulila, Haithem Mezni, Mokhtar Sellami, Safa Ben Atitallah, Nouf Alharbi
2023	—	`conf`	CellSecure: Securing Image Data in Industrial Internet-of-Things via Cellular Automata and Chaos-Based Encryption. VTC Fall Hassan Ali, Muhammad Shahbaz Khan, Maha Driss, Jawad Ahmad, William J. Buchanan, Nikolaos Pitropakis
2023	J	`jnl`	CellSecure: Securing Image Data in Industrial Internet-of-Things via Cellular Automata and Chaos-Based Encryption. CoRR Hassan Ali, Muhammad Shahbaz Khan, Maha Driss, Jawad Ahmad, William J. Buchanan, Nikolaos Pitropakis
2023	J	`jnl`	Deep Neural Decision Forest (DNDF): A Novel Approach for Enhancing Intrusion Detection Systems in Network Traffic Analysis. Sensors Fatma S. Alrayes, Mohammed Zakariah, Maha Driss, Wadii Boulila
2023	B	`conf`	Distributed Twins in Edge Computing: Blockchain and IOTA. IWCMC Anwar Sadad, Muazzam Ali Khan, Baraq Ghaleb, Fadia Ali Khan, Maha Driss, Wadii Boulila, Jawad Ahmad
2023	J	`jnl`	Distributed Twins in Edge Computing: Blockchain and IOTA. CoRR Anwar Sadad, Muazzam Ali Khan, Baraq Ghaleb, Fadia Ali Khan, Maha Driss, Wadii Boulila, Jawad Ahmad
2023	J	`jnl`	Efficient Storage Approach for Big Data Analytics: An Iterative-Probabilistic Method for Dynamic Resource Allocation of Big Satellite Images. IEEE Access Mahdi Jemmali, Wadii Boulila, Asma Cherif, Maha Driss
2023	J	`jnl`	FedMicro-IDA: A federated learning and microservices-based framework for IoT data analytics. Internet Things Safa Ben Atitallah, Maha Driss, Henda Ben Ghézala
2023	—	`conf`	LSTM-Based QoE Evaluation for Web Microservices' Reputation Scoring. ICCCI (CCIS Volume) Maha Driss
2023	J	`jnl`	LSTM-based QoE Evaluation for Web Microservices' Reputation Scoring. CoRR Maha Driss
2023	B	`conf`	Revolutionizing Disease Diagnosis: A Microservices-Based Architecture for Privacy-Preserving and Efficient IoT Data Analytics Using Federated Learning. KES Safa Ben Atitallah, Maha Driss, Henda Ben Ghézala
2023	J	`jnl`	Revolutionizing Disease Diagnosis: A Microservices-Based Architecture for Privacy-Preserving and Efficient IoT Data Analytics Using Federated Learning. CoRR Safa Ben Atitallah, Maha Driss, Henda Ben Ghézala
2022	J	`jnl`	A Lightweight Chaos-Based Medical Image Encryption Scheme Using Random Shuffling and XOR Operations. Wirel. Pers. Commun. Fawad Masood, Maha Driss, Wadii Boulila, Jawad Ahmad, Sadaqat ur Rehman, Sana Ullah Jan, Abdullah Qayyum, William J. Buchanan
2022	J	`jnl`	A Novel Chaos-Based Privacy-Preserving Deep Learning Model for Cancer Diagnosis. IEEE Trans. Netw. Sci. Eng. Mujeeb Ur Rehman, Arslan Shafique, Yazeed Yasin Ghadi, Wadii Boulila, Sana Ullah Jan, Thippa Reddy Gadekallu, Maha Driss, Jawad Ahmad
2022	J	`jnl`	A Novel Detection and Multi-Classification Approach for IoT-Malware Using Random Forest Voting of Fine-Tuning Convolutional Neural Networks. Sensors Safa Ben Atitallah, Maha Driss, Iman M. Almomani
2022	J	`jnl`	A federated learning framework for cyberattack detection in vehicular sensor networks. Complex Intell. Syst. Maha Driss, Iman M. Almomani, Zil e Huma, Jawad Ahmad
2022	—	`conf`	An Effective Detection and Classification Approach for DoS Attacks in Wireless Sensor Networks Using Deep Transfer Learning Models and Majority Voting. ICCCI (CCIS Volume) Safa Ben Atitallah, Maha Driss, Wadii Boulila, Iman M. Almomani
2022	J	`jnl`	CBiLSTM: A Hybrid Deep Learning Model for Efficient Reputation Assessment of Cloud Services. IEEE Access Reem Al Saleh, Maha Driss, Iman M. Almomani
2022	J	`jnl`	COVIBOT: A Smart Chatbot for Assistance and E-Awareness during COVID-19 Pandemic. CoRR Maha Driss, Iman M. Almomani, Leen Alahmadi, Linah Alhajjam, Raghad Alharbi, Shahad Alanazi
2022	J	`jnl`	Fusion of convolutional neural networks based on Dempster-Shafer theory for automatic pneumonia detection from chest X-ray images. Int. J. Imaging Syst. Technol. Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa, Henda Ben Ghézala
2022	J	`jnl`	Global outliers detection in wireless sensor networks: A novel approach integrating time-series analysis, entropy, and random forest-based classification. Softw. Pract. Exp. Mahmood Safaei, Maha Driss, Wadii Boulila, Elankovan A. Sundararajan, Mitra Safaei
2022	J	`jnl`	Information Fusion in Autonomous Vehicle Using Artificial Neural Group Key Synchronization. Sensors Mohammad Zubair Khan, Arindam Sarkar, Hamza Ghandorh, Maha Driss, Wadii Boulila
2022	B	`conf`	Microservices for Data Analytics in IoT Applications: Current Solutions, Open Challenges, and Future Research Directions. KES Safa Ben Atitallah, Maha Driss, Henda Ben Ghzela
2022	J	`jnl`	Randomly initialized convolutional neural network for the recognition of COVID-19 using X-ray images. Int. J. Imaging Syst. Technol. Safa Ben Atitallah, Maha Driss, Wadii Boulila, Henda Ben Ghézala
2022	J	`jnl`	Req-WSComposer: a novel platform for requirements-driven composition of semantic web services. J. Ambient Intell. Humaniz. Comput. Maha Driss, Safa Ben Atitallah, Amal Albalawi, Wadii Boulila
2022	J	`jnl`	SmartWater: A Service-Oriented and Sensor Cloud-Based Framework for Smart Monitoring of Water Environments. Remote. Sens. Haithem Mezni, Maha Driss, Wadii Boulila, Safa Ben Atitallah, Mokhtar Sellami, Nouf Alharbi
2022	B	`conf`	Towards Optimizing Malware Detection: An Approach Based on Generative Adversarial Networks and Transformers. ICCCI Ayyub Alzahem, Wadii Boulila, Maha Driss, Anis Koubaa, Iman M. Almomani
2022	J	`jnl`	WS-ADVISING: a Reusable and reconfigurable microservices-based platform for effective academic advising. J. Ambient Intell. Humaniz. Comput. Maha Driss
2021	C	`conf`	A Deep Learning-based Approach for Real-time Facemask Detection. ICMLA Wadii Boulila, Ayyub Alzahem, Aseel Almoudi, Muhanad Afifi, Ibrahim Alturki, Maha Driss
2021	J	`jnl`	A Deep Learning-based Approach for Real-time Facemask Detection. CoRR Wadii Boulila, Ayyub Alzahem, Aseel Almoudi, Muhanad Afifi, Ibrahim Alturki, Maha Driss
2021	J	`jnl`	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 Mahmood Safaei, Elankovan A. Sundararajan, Maha Driss, Wadii Boulila, Azrulhizam Shapi'i
2021	J	`jnl`	An Efficient Approach Based on Privacy-Preserving Deep Learning for Satellite Image Classification. Remote. Sens. Munirah Alkhelaiwi, Wadii Boulila, Jawad Ahmad, Anis Koubaa, Maha Driss
2021	J	`jnl`	An Enhanced Randomly Initialized Convolutional Neural Network for Columnar Cactus Recognition in Unmanned Aerial Vehicle Imagery. CoRR Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa, Nesrine Atitallah, Henda Ben Ghézala
2021	B	`conf`	An Enhanced Randomly Initialized Convolutional Neural Network for Columnar Cactus Recognition in Unmanned Aerial Vehicle imagery. KES Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa, Nesrine Atitallah, Henda Ben Ghézala
2021	J	`jnl`	Deep Learning for the Industrial Internet of Things (IIoT): A Comprehensive Survey of Techniques, Implementation Frameworks, Potential Applications, and Future Directions. Sensors Shahid Latif, Maha Driss, Wadii Boulila, Zil E. Huma, Sajjad Shaukat Jamal, Zeba Idrees, Jawad Ahmad
2021	J	`jnl`	Evolution of Target Localization in Wireless Sensor Network (WSN): A Review. CoRR Muneeb Ahmed Khan, Muazzam Ali Khan, Maha Driss, Wadii Boulila, Jawad Ahmad
2021	J	`jnl`	Future Forecasting of COVID-19: A Supervised Learning Approach. Sensors Mujeeb Ur Rehman, Arslan Shafique, Sohail Khalid, Maha Driss, Saeed Rubaiee
2021	J	`jnl`	Global Outliers Detection in Wireless Sensor Networks: A Novel Approach Integrating Time-Series Analysis, Entropy, and Random Forest-based Classification. CoRR Mahmood Safaei, Maha Driss, Wadii Boulila, Elankovan A. Sundararajan, Mitra Safaei
2021	J	`jnl`	GuideMe: A Mobile Application based on Global Positioning System and Object Recognition Towards a Smart Tourist Guide. CoRR Wadii Boulila, Anmar Abuhamdah, Maha Driss, Slim Kammoun, Jawad Ahmad
2021	B	`conf`	Microservices in IoT Security: Current Solutions, Research Challenges, and Future Directions. KES Maha Driss, Daniah Hasan, Wadii Boulila, Jawad Ahmad
2021	J	`jnl`	Microservices in IoT Security: Current Solutions, Research Challenges, and Future Directions. CoRR Maha Driss, Daniah Hasan, Wadii Boulila, Jawad Ahmad
2021	J	`jnl`	RS-DCNN: A novel distributed convolutional-neural-networks based-approach for big remote-sensing image classification. Comput. Electron. Agric. Wadii Boulila, Mokhtar Sellami, Maha Driss, Mohammed Al-Sarem, Mahmood Safaei, Fuad A. Ghaleb
2021	J	`jnl`	Randomly Initialized Convolutional Neural Network for the Recognition of COVID-19 using X-ray Images. CoRR Safa Ben Atitallah, Maha Driss, Wadii Boulila, Henda Ben Ghézala
2021	C	`conf`	SUBLμME: Secure Blockchain as a Service and Microservices-based Framework for IoT Environments. AICCSA Daniah Hasan, Maha Driss
2021	J	`jnl`	Voting Classifier-based Intrusion Detection for IoT Networks. CoRR Muhammad Almas Khan, Muazzam Ali Khan, Shahid Latif, Awais Aziz Shah, Mujeeb Ur Rehman, Wadii Boulila, Maha Driss, Jawad Ahmad
2021	J	`jnl`	Weight Initialization Techniques for Deep Learning Algorithms in Remote Sensing: Recent Trends and Future Perspectives. CoRR Wadii Boulila, Maha Driss, Mohammed Al-Sarem, Faisal Saeed, Moez Krichen
2020	J	`jnl`	A Systematic Literature Review on Outlier Detection in Wireless Sensor Networks. Symmetry Mahmood Safaei, Shahla Asadi, Maha Driss, Wadii Boulila, Abdullah Alsaeedi, Hassan Chizari, Rusli Abdullah, Mitra Safaei
2020	J	`jnl`	Leveraging Deep Learning and IoT big data analytics to support the smart cities development: Review and future directions. Comput. Sci. Rev. Safa Ben Atitallah, Maha Driss, Wadii Boulila, Henda Ben Ghézala
2020	J	`jnl`	Servicing Your Requirements: An FCA and RCA-Driven Approach for Semantic Web Services Composition. IEEE Access Maha Driss, Amani Aljehani, Wadii Boulila, Hamza Ghandorh, Mohammed Al-Sarem
2020	J	`jnl`	Standalone noise and anomaly detection in wireless sensor networks: A novel time-series and adaptive Bayesian-network-based approach. Softw. Pract. Exp. Mahmood Safaei, Abul Samad Ismail, Hassan Chizari, Maha Driss, Wadii Boulila, Shahla Asadi, Mitra Safaei
2011	C	`conf`	A multi-perspective approach for web service composition. iiWAS Maha Driss, Yassine Jamoussi, Jean-Marc Jézéquel, Henda Hajjami Ben Ghézala
2011	—	`—`	Approche multi-perspective centrée exigences de composition de services Web. (A multi-perspective requirement centric approach for Web service composition). Maha Driss
2011	A	`conf`	Selection of Composable Web Services Driven by User Requirements. ICWS Zeina Azmeh, Maha Driss, Fady Hamoui, Marianne Huchard, Naouel Moha, Chouki Tibermacine
2011	J	`jnl`	Une approche centrée exigences pour la composition de services web. Ingénierie des Systèmes d Inf. Maha Driss, Yassine Jamoussi, Naouel Moha, Jean-Marc Jézéquel, Henda Ben Ghézala
2010	A	`conf`	A Requirement-Centric Approach to Web Service Modeling, Discovery, and Selection. ICSOC Maha Driss, Naouel Moha, Yassine Jamoussi, Jean-Marc Jézéquel, Henda Hajjami Ben Ghézala
2010	—	`ch.`	Analytical Quality Assurance. S-CUBE Book Andreas Metzger, Salima Benbernou, Manuel Carro, Maha Driss, Gabor Kecskemeti, Raman Kazhamiakin, Kyriakos Kritikos, Andrea Mocci, Elisabetta Di Nitto, Branimir Wetzstein, Fabrizio Silvestri
2008	—	`conf`	A Discrete-Events Simulation Approach for Evaluation of Service-Based Applications. ECOWS Maha Driss, Yassine Jamoussi, Jean-Marc Jézéquel, Henda Hajjami Ben Ghézala