Raphaël Couturier

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 136

Top Venues

Henri Poincaré University, Nancy, France (PHD)

Education History

Henri Poincaré University, Nancy, France

PHD

Publications

Ahmed Fanfakh, Hassan Noura, Raphaël Couturier
Simultaneous encryption and authentication of messages over GPUs. Multim. Tools Appl. 83 (2) (2024)
Jimmy Tekli, Bechara al Bouna, Gilbert Tekli, Raphaël Couturier, Antoine Charbel
Leveraging deep learning-assisted attacks against image obfuscation via federated learning. Neural Comput. Appl. 36 (25) (2024)
Jérémy Renaud, Raphaël Couturier, Christophe Guyeux, Benoit Courjal
TSCAPE: time series clustering with curve analysis and projection on an Euclidean space. Connect. Sci. 36 (1) (2024)
Raphaël Couturier, Pablo Gregori, Hassan N. Noura, Ola Salman, Abderrahmane Sider
A deep learning object detection method to improve cluster analysis of two-dimensional data. Multim. Tools Appl. 83 (28) (2024)
Ali Kadhum Idrees, Tara Ali-Yahiya, Sara Kadhum Idrees, Raphaël Couturier
EDaTAD: Energy-Aware Data Transmission Approach with Decision-Making for Fog Computing-Based IoT Applications. J. Netw. Syst. Manag. 32 (3) (2024)
Sabine Roller, George Bosilca, Raphaël Couturier, Neda Ebrahimi Pour, Jean-Claude Charr, Thomas Rauber, Gudula Rünger, Laurence T. Yang
Message from the PDSEC-24 Workshop Chairs. IPDPS (Workshops) (2024)
Raphaël Couturier, Hassan N. Noura
RFCA: Efficient, Robust and Flexible Cipher Algorithm For FPGA Implementation. ECMS (2024)
Charbel El Achkar, Raphaël Couturier, Abdallah Makhoul, Talar Atéchian
Leveraging Computer Vision Networks for Guitar Tablature Transcription. CGI (1) (2023)
Jérémy Renaud, Ralph Karam, Michel Salomon, Raphaël Couturier
Deep learning and gradient boosting for urban environmental noise monitoring in smart cities. Expert Syst. Appl. 218 (2023)
Raphaël Couturier, Etienne Dionis, Stéphane Guérin, Christophe Guyeux, Dominique Sugny
Characterization of a Driven Two-Level Quantum System by Supervised Learning. Entropy 25 (3) (2023)
Jacques M. Bahi, Raphaël Couturier, Joseph Azar, Kevin Kana Nguimfack
Distributed Training of Deep Neural Networks: Convergence and Case Study. ICONIP (8) (2023)
Mohamad Moussa, Philippe Glass, Nabil Abdennahder, Giovanna Di Marzo Serugendo, Raphaël Couturier
Towards a Decentralised Federated Learning Based Compute Continuum Framework. ESOCC (2023)
Sabine Roller, Peter Strazdins, Raphaël Couturier, Neda Ebrahimi Pour, Suzanne Michelle Shontz, Thomas Rauber, Gudula Rünger, Laurence T. Yang
Message from the PDSEC-22 Workshop Chairs. IPDPS Workshops (2023)
Mohamad Moussa, Nabil Abdennahder, Raphaël Couturier, Giovanna Di Marzo Serugendo
Towards a Scalable Compute Continuum Platform Applied to Electrical Energy Forecasting. Euro-Par Workshops (1) (2023)
Mohamad Moussa, Nabil Abdennadher, Raphaël Couturier, Giovanna Di Marzo Serugendo
A generic-based Federated Learning model for smart grid and renewable energy. ISPDC (2023)
Jimmy Tekli, Bechara al Bouna, Gilbert Tekli, Raphaël Couturier
A framework for evaluating image obfuscation under deep learning-assisted privacy attacks. Multim. Tools Appl. 82 (27) (2023)
Hassan Noura, Ola Salman, Raphaël Couturier, Ali Chehab
LESCA: LightwEight Stream Cipher Algorithm for emerging systems. Ad Hoc Networks 138 (2023)
Hassan N. Noura, Joseph Azar, Ola Salman, Raphaël Couturier, Kamel Mazouzi
A deep learning scheme for efficient multimedia IoT data compression. Ad Hoc Networks 138 (2023)
Ahmed Mohammed Hussein, Ali Kadhum Idrees, Raphaël Couturier
A distributed prediction-compression-based mechanism for energy saving in IoT networks. J. Supercomput. 79 (15) (2023)
Ahmed Fanfakh, Hassan N. Noura, Raphaël Couturier
ORSCA-GPU: one round stream cipher algorithm for GPU implementation. J. Supercomput. 78 (9) (2022)
Hassan N. Noura, Ola Salman, Raphaël Couturier, Ali Chehab
Efficient and secure selective cipher scheme for MIoT compressed images. Ad Hoc Networks 135 (2022)
Ibrahim Atoui, Abdallah Makhoul, Raphaël Couturier, David Laiymani
In-network data processing approach for heterogeneous wireless sensor networks. IWCMC (2022)
Médane A. Tchakorom, Raphaël Couturier, Jean-Claude Charr
Synchronous parallel multisplitting method with convergence acceleration using a local Krylov-based minimization for solving linear systems. IPDPS Workshops (2022)
Gilles Perrot, Stéphane Domas, Raphaël Couturier
How separable median filters can get better results than full 2D versions. J. Supercomput. 78 (7) (2022)
Charbel El Hachem, Raoul Santiago, Loïc Painvin, Gilles Perrot, Raphaël Couturier
Brick Orientation Adjustment in the Automotive Industry using Image Processing Techniques. CoDIT (2022)
Hassan N. Noura, Raphaël Couturier, Joseph Azar, Mohamad Moussa, Ola Salman
An Efficient and Robust MIoT Communication Solution using a Deep Learning Approach. IWCMC (2022)
Alain Lalande, Zhihao Chen, Thibaut Pommier, Thomas Decourselle, Abdul Qayyum, Michel Salomon, Dominique Ginhac, Youssef Skandarani, Arnaud Boucher, Khawla Brahim, Marleen de Bruijne, Robin Camarasa, Teresa M. Correia, Xue Feng, Kibrom Berihu Girum, Anja Hennemuth, Markus Hüllebrand, Raabid Hussain, Matthias Ivantsits, Jun Ma, Craig Meyer, Rishabh Sharma, Jixi Shi, Nikolaos V. Tsekos, Marta Varela, Xiyue Wang, Sen Yang, Hannu Zhang, Yichi Zhang, Yuncheng Zhou, Xiahai Zhuang, Raphaël Couturier, Fabrice Mériaudeau
Deep learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge. Medical Image Anal. 79 (2022)
Hassan N. Noura, Ola Salman, Raphaël Couturier, Ali Chehab
LoRCA: Lightweight round block and stream cipher algorithms for IoV systems. Veh. Commun. 34 (2022)
Sabine Roller, Peter Strazdins, Raphaël Couturier, Neda Ebrahimi Pour, Suzanne Michelle Shontz, Thomas Rauber, Gudula Rünger, Laurence T. Yang
Message from the PDSEC-22 Workshop Chairs. IPDPS Workshops (2022)
Hassan N. Noura, Raphaël Couturier, Ola Salman, Kamel Mazouzi
DKEMA: GPU-based and dynamic key-dependent efficient message authentication algorithm. J. Supercomput. 78 (12) (2022)
Hassan Noura, Joseph Azar, Raphaël Couturier, Ola Salman
A Novel Lightweight and Robust Source-Channel Coding Solution for MIoT Communication Based on DL Denoising/Super Resolution Model. SITIS (2022)
Hassan N. Noura, Ola Salman, Ali Chehab, Raphaël Couturier
Distributed Gateway-based Security Scheme for Guaranteeing LoRaWAN Networks Availability. SITIS (2022)
Ali Kadhum Idrees, Sara Kadhum Idrees, Raphaël Couturier, Tara Ali-Yahiya
An Edge-Fog Computing-Enabled Lossless EEG Data Compression With Epileptic Seizure Detection in IoMT Networks. IEEE Internet Things J. 9 (15) (2022)
Ahmed Mohammed Hussein, Ali Kadhum Idrees, Raphaël Couturier
Distributed energy-efficient data reduction approach based on prediction and compression to reduce data transmission in IoT networks. Int. J. Commun. Syst. 35 (15) (2022)
Zhihao Chen, Alain Lalande, Michel Salomon, Thomas Decourselle, Thibaut Pommier, Abdul Qayyum, Jixi Shi, Gilles Perrot, Raphaël Couturier
Automatic deep learning-based myocardial infarction segmentation from delayed enhancement MRI. Comput. Medical Imaging Graph. 95 (2022)
Hassan N. Noura, Ola Salman, Raphaël Couturier, Ali Chehab
A Single-Pass and One-Round Message Authentication Encryption for Limited IoT Devices. IEEE Internet Things J. 9 (18) (2022)
Joseph Azar, Gaby Bou Tayeh, Abdallah Makhoul, Raphaël Couturier
Efficient Lossy Compression for IoT Using SZ and Reconstruction with 1D U-Net. Mob. Networks Appl. 27 (3) (2022)
Reem Melki, Hassan N. Noura, Ali Chehab, Raphaël Couturier
Machine Learning for Physical Layer Security: Limitations, Challenges and Recommendation. SITIS (2022)
Ali Kadhum Idrees, Raphaël Couturier
Energy-saving distributed monitoring-based firefly algorithm in wireless sensors networks. J. Supercomput. 78 (2) (2022)
Stéphane Cuenat, Louis Andréoli, Antoine N. André, Patrick Sandoz, Guillaume J. Laurent, Raphaël Couturier, Maxime Jacquot
Fast Autofocusing using Tiny Transformer Networks for Digital Holographic Microscopy. CoRR (2022)
Hassan N. Noura, Ola Salman, Raphaël Couturier, Ali Chehab
Novel one round message authentication scheme for constrained IoT devices. J. Ambient Intell. Humaniz. Comput. 13 (1) (2022)
Ali Kadhum Idrees, Tara Ali-Yahiya, Sara Kadhum Idrees, Raphaël Couturier
Energy-efficient fog computing-enabled data transmission protocol in tactile internet-based applications. SAC (2022)
Ali Kadhum Idrees, Tara Ali-Yahiya, Sara Kadhum Idrees, Raphaël Couturier
DaTOS: Data Transmission Optimization Scheme in Tactile Internet-based Fog Computing Applications. PIMRC (2022)
Hassan N. Noura, Ola Salman, Raphaël Couturier
A Deep Learning Scheme for Efficient Multimedia IoT Data Compression. CoRR (2021)
Stéphane Cuenat, Raphaël Couturier
Convolutional Neural Network (CNN) vs Visual Transformer (ViT) for Digital Holography. CoRR (2021)
Alain Lalande, Zhihao Chen, Thibaut Pommier, Thomas Decourselle, Abdul Qayyum, Michel Salomon, Dominique Ginhac, Youssef Skandarani, Arnaud Boucher, Khawla Brahim, Marleen de Bruijne, Robin Camarasa, Teresa M. Correia, Xue Feng, Kibrom Berihu Girum, Anja Hennemuth, Markus Hüllebrand, Raabid Hussain, Matthias Ivantsits, Jun Ma, Craig Meyer, Rishabh Sharma, Jixi Shi, Nikolaos V. Tsekos, Marta Varela, Xiyue Wang, Sen Yang, Hannu Zhang, Yichi Zhang, Yuncheng Zhou, Xiahai Zhuang, Raphaël Couturier, Fabrice Mériaudeau
Deep Learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge. CoRR (2021)
Hassan N. Noura, Ola Salman, Raphaël Couturier, Abderrahmane Sider
A Deep Learning Object Detection Method for an Efficient Clusters Initialization. CoRR (2021)
Hassan N. Noura, Ola Salman, Nesrine Kaaniche, Nicolas Sklavos, Ali Chehab, Raphaël Couturier
TRESC: Towards redesigning existing symmetric ciphers. Microprocess. Microsystems 87 (2021)
Ibrahim Atoui, Abdallah Makhoul, Raphaël Couturier, Jacques Demerjian
A Multivariate Data Reduction Approach for Wireless Sensor Networks. MENACOMM (2021)
Joseph Azar, Abdallah Makhoul, Raphaël Couturier, Jacques Demerjian
Deep recurrent neural network-based autoencoder for photoplethysmogram artifacts filtering. Comput. Electr. Eng. 92 (2021)
Thierry Garcia, Pierre Spitéri, Lilia Ziane Khodja, Raphaël Couturier
Coupling parallel asynchronous multisplitting methods with Krylov methods to solve pseudo-linear evolution 3D problems. J. Comput. Sci. 51 (2021)
Thierry Garcia, Pierre Spitéri, Lilia Ziane Khodja, Raphaël Couturier
Solution of univalued and multivalued pseudo-linear problems using parallel asynchronous multisplitting methods combined with Krylov methods. Adv. Eng. Softw. 153 (2021)
Lama Sleem, Raphaël Couturier
Speck-R: An ultra light-weight cryptographic scheme for Internet of Things. Multim. Tools Appl. 80 (11) (2021)
Charbel El Achkar, Raphaël Couturier, Talar Atéchian, Abdallah Makhoul
Combining Reduction and Dense Blocks for Music Genre Classification. ICONIP (6) (2021)
Makram W. Hatoum, Jean-François Couchot, Raphaël Couturier, Rony Darazi
Using Deep learning for image watermarking attack. Signal Process. Image Commun. 90 (2021)
Joseph Azar, Abdallah Makhoul, Raphaël Couturier, Jacques Demerjian
Robust IoT time series classification with data compression and deep learning. Neurocomputing 398 (2020)
Hassan Noura, Ola Salman, Ali Chehab, Raphaël Couturier
Efficient and Secure Keyed Hash Function Scheme Based on RC4 Stream Cipher. ISCC (2020)
Jixi Shi, Zhihao Chen, Raphaël Couturier
Classification of Pathological Cases of Myocardial Infarction Using Convolutional Neural Network and Random Forest. M&Ms and EMIDEC/STACOM@MICCAI (2020)
Zhihao Chen, Alain Lalande, Michel Salomon, Thomas Decourselle, Thibaut Pommier, Gilles Perrot, Raphaël Couturier
Myocardial Infarction Segmentation From Late Gadolinium Enhancement MRI By Neural Networks and Prior Information. IJCNN (2020)
Hassan N. Noura, Ali Chehab, Raphaël Couturier
Overview of Efficient Symmetric Cryptography: Dynamic vs Static Approaches. ISDFS (2020)
Jean-Paul A. Yaacoub, Mohamad Noura, Hassan N. Noura, Ola Salman, Elias Yaacoub, Raphaël Couturier, Ali Chehab
Securing internet of medical things systems: Limitations, issues and recommendations. Future Gener. Comput. Syst. 105 (2020)
Ralph Karam, Michel Salomon, Raphaël Couturier
A Comparative Study of Deep Learning Architectures for Detection of Anomalous ADS-B Messages. CoDIT (2020)
Lama Sleem, Raphaël Couturier
TestU01 and Practrand: Tools for a randomness evaluation for famous multimedia ciphers. Multim. Tools Appl. 79 (33-34) (2020)
Christian Salim, Abdallah Makhoul, Raphaël Couturier
Energy-efficient secured data reduction technique using image difference function in wireless video sensor networks. Multim. Tools Appl. 79 (3-4) (2020)
Hassan Noura, Mohamad Noura, Ola Salman, Raphaël Couturier, Ali Chehab
Efficient & secure image availability and content protection. Multim. Tools Appl. 79 (31-32) (2020)
Selene Cerna, Christophe Guyeux, Héber Hwang Arcolezi, Raphaël Couturier, Guillaume Royer
A Comparison of LSTM and XGBoost for Predicting Firemen Interventions. WorldCIST (2) (2020)
Lama Sleem, Hassan N. Noura, Raphaël Couturier
Towards a secure ITS: Overview, challenges and solutions. J. Inf. Secur. Appl. 55 (2020)
Alain Lalande, Zhihao Chen, Thomas Decourselle, Abdul Qayyum, Thibaut Pommier, Luc Lorgis, Ezequiel de la Rosa, Alexandre Cochet, Yves Cottin, Dominique Ginhac, Michel Salomon, Raphaël Couturier, Fabrice Mériaudeau
Emidec: A Database Usable for the Automatic Evaluation of Myocardial Infarction from Delayed-Enhancement Cardiac MRI. Data 5 (4) (2020)
Hassan N. Noura, Ola Salman, Ali Chehab, Raphaël Couturier
DistLog: A distributed logging scheme for IoT forensics. Ad Hoc Networks 98 (2020)
Joseph Azar, Abdallah Makhoul, Raphaël Couturier
Using DenseNet for IoT multivariate time series classification. ISCC (2020)
Raphaël Couturier, Peter Strazdins, Eric Aubanel, Sabine Roller, Laurence T. Yang, Thomas Rauber, Gudula Rünger
Workshop 13: PDSEC Parallel and Distributed Scientific and Engineering Computing. IPDPS Workshops (2020)
Hussein Majed, Hassan N. Noura, Ola Salman, Ali Chehab, Raphaël Couturier
Efficient and Secure Statistical Port Scan Detection Scheme. MSPN (2020)
Raphaël Couturier, Hassan N. Noura, Ali Chehab
ESSENCE: GPU-based and dynamic key-dependent efficient stream cipher for multimedia contents. Multim. Tools Appl. 79 (19-20) (2020)
Joseph Azar, Abdallah Makhoul, Mahmoud Barhamgi, Raphaël Couturier
An energy efficient IoT data compression approach for edge machine learning. Future Gener. Comput. Syst. 96 (2019)
Jimmy Tekli, Bechara al Bouna, Raphaël Couturier, Gilbert Tekli, Zeinab al Zein, Marc Kamradt
A Framework for Evaluating Image Obfuscation under Deep Learning-Assisted Privacy Attacks. PST (2019)
Christian Salim, Abdallah Makhoul, Rony Darazi, Raphaël Couturier
Similarity based image selection with frame rate adaptation and local event detection in wireless video sensor networks. Multim. Tools Appl. 78 (5) (2019)
Carol Habib, Abdallah Makhoul, Rony Darazi, Raphaël Couturier
Health risk assessment and decision-making for patient monitoring and decision-support using Wireless Body Sensor Networks. Inf. Fusion 47 (2019)
Hassan N. Noura, Ali Chehab, Raphaël Couturier
Efficient & secure cipher scheme with dynamic key-dependent mode of operation. Signal Process. Image Commun. 78 (2019)
Ioana Banicescu, Peter Strazdins, Eric Aubanel, Raphaël Couturier, Suzanne Michelle Shontz, Thomas Rauber, Gudula Rünger, Laurence T. Yang
Introduction to PDSEC-19. IPDPS Workshops (2019)
Selene Leya Cerna Ñahuis, Christophe Guyeux, Héber Hwang Arcolezi, Raphaël Couturier, Guillaume Royer, Anna Diva P. Lotufo
Long Short-Term Memory for Predicting Firemen Interventions. CoDIT (2019)
Hassan Noura, Ali Chehab, Mohamad Noura, Raphaël Couturier, Mohammad M. Mansour
Lightweight, dynamic and efficient image encryption scheme. Multim. Tools Appl. 78 (12) (2019)
Hassan Noura, Christophe Guyeux, Ali Chehab, Mohammad M. Mansour, Raphaël Couturier
Efficient Chaotic Encryption Scheme with OFB Mode. Int. J. Bifurc. Chaos 29 (5) (2019)
Raphaël Couturier, Peter Strazdins, Laurence T. Yang
Recent advances in parallel techniques for scientific computing. J. Comput. Sci. 36 (2019)
Hassan Noura, Raphaël Couturier, Congduc Pham, Ali Chehab
Lightweight Stream Cipher Scheme for Resource-Constrained IoT Devices. WiMob (2019)
Hassan Noura, Ola Salman, Ali Chehab, Raphaël Couturier
Preserving data security in distributed fog computing. Ad Hoc Networks 94 (2019)
Hassan Noura, Ali Chehab, Raphaël Couturier
Lightweight Dynamic Key-Dependent and Flexible Cipher Scheme for IoT Devices. WCNC (2019)
Hassan N. Noura, Mohamad Noura, Ali Chehab, Mohammad M. Mansour, Raphaël Couturier
Efficient and secure cipher scheme for multimedia contents. Multim. Tools Appl. 78 (11) (2019)
Joseph Azar, Abdallah Makhoul, Rony Darazi, Jacques Demerjian, Raphaël Couturier
On the performance of resource-aware compression techniques for vital signs data in wireless body sensor networks. MENACOMM (2018)
Hassan Noura, Ali Chehab, Lama Sleem, Mohamad Noura, Raphaël Couturier, Mohammad M. Mansour
One round cipher algorithm for multimedia IoT devices. Multim. Tools Appl. 77 (14) (2018)
Peter Strazdins, Keita Teranishi, Raphaël Couturier, Joseph Antony, Thomas Rauber, Gudula Rünger, Laurence T. Yang
Introduction to PDSEC 2018 and Keynotes. IPDPS Workshops (2018)
Mohamad Noura, Hassan N. Noura, Ali Chehab, Mohammad M. Mansour, Raphaël Couturier
S-DES: An efficient & secure DES variant. MENACOMM (2018)
Hassan Noura, Lama Sleem, Mohamad Noura, Mohammad M. Mansour, Ali Chehab, Raphaël Couturier
A new efficient lightweight and secure image cipher scheme. Multim. Tools Appl. 77 (12) (2018)
Christian Salim, Amani Srour, Rony Darazi, Abdallah Makhoul, Raphaël Couturier
Enhanced S-MAC Protocol for Early Reaction and Detection in Wireless Video Sensor Networks. ISPDC (2018)
Christian Salim, Abdallah Makhoul, Rony Darazi, Raphaël Couturier
Kinematics Based Approach for Data Reduction in Wireless Video Sensor Networks. WiMob (2018)
Mohamad Noura, Hassan Noura, Ali Chehab, Mohammad M. Mansour, Lama Sleem, Raphaël Couturier
A dynamic approach for a lightweight and secure cipher for medical images. Multim. Tools Appl. 77 (23) (2018)
Raphaël Couturier, Gilles Perrot, Michel Salomon
Image Denoising Using a Deep Encoder-Decoder Network with Skip Connections. ICONIP (6) (2018)
Raphaël Couturier, Arnaud Giersch, Mourad Hakem
Best effort strategy and virtual load for asynchronous iterative load balancing. J. Comput. Sci. 26 (2018)
Ali Kadhum Idrees, Karine Deschinkel, Michel Salomon, Raphaël Couturier
Multiround Distributed Lifetime Coverage Optimization protocol in wireless sensor networks. J. Supercomput. 74 (5) (2018)
Kahina Ghidouche, Abderrahmane Sider, Raphaël Couturier, Christophe Guyeux
Efficient high degree polynomial root finding using GPU. J. Comput. Sci. 18 (2017)
Peter E. Strazdins, Keita Teranishi, Raphaël Couturier, Joseph Antony, Thomas Rauber, Gudula Rünger, Laurence T. Yang
Introduction to PDSEC Workshop. IPDPS Workshops (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Raphaël Couturier