IMDEA Networks
Publications
Publications of 2024
Journal Articles (20)
Explainability Analysis: An In-Depth Comparison between Fuzzy Cognitive Maps and LAMDA
Diego Javier Benito, Carlos Quintero, Jose Aguilar, Juan Marcos Ramirez, Antonio Fernández Anta
Applied Soft Computing. 10.1016/j.asoc.2024.111940. Volume 164 , Elsevier. ISSN: 1568-4946. July 2024
A Synthetic Data Generation System based on the Variational-Autoencoder Technique and the Linked Data Paradigm
Ricardo Dos Santos, Jose Aguilar
Progress in Artificial Intelligence. 10.1007/s13748-024-00328-x. Volume 13 , Springer. ISSN: 2192-6352. June 2024
Reviewing War: Unconventional User Reviews as a Side Channel to Circumvent Information Controls
Jose Miguel Moreno, Sergio Pastrana, Jens Helge Reelfs, Pelayo Vallina, Savas Zannettou, Andriy Panchenko, Georgios Smaragdakis, Oliver Hohlfeld, Narseo Vallina-Rodríguez, Juan Tapiador
Proceedings of the International AAAI Conference on Web and Social Media. 10.1609/icwsm.v18i1.31374. Volume 18 , May 2024
CNN based Metrics for Performance Evaluation of Generative Adversarial Networks (Accepted for publication)
Adarsh Prasad Behera, Satya Prakash, Siddhant Khanna, Shivangi Nigam, Shekhar Verma
IEEE Transactions on Artificial Intelligence. 10.1109/TAI.2024.3401650. IEEE. ISSN: 2691-4581. May 2024
Online advertisement in a pink-colored market
Rubén Cuevas, Ángel Cuevas, Amir Mehrjoo
EPJ Data Science. Springer Berlin Heidelberg. May 2024
Deformity Removal from Handwritten Text Documents using Variable CycleGAN
Shivangi Nigam, Adarsh Prasad Behera, Shekhar Sherma, P. Nagabhushan
International Journal on Document Analysis and Recognition (IJDAR). 10.1007/s10032-024-00466-x. Springer Berlin Heidelberg. ISSN: 1433-2825. May 2024
Emotions as implicit feedback for adapting difficulty in tutoring systems based on reinforcement learning
Jesus Pérez, Eladio Dapena, Jose Aguilar
Education and Information Technologies. 10.1007/s10639-024-12699-8. Springer. ISSN: 1360-2357. May 2024
A Many-Objective Optimization Approach for Weight Gain and Animal Welfare in Rotational Grazing of Cattle
Marvin Jimenez, Rodrigo García, Jose Aguilar
Engineering Applications of Artificial Intelligence. 10.1016/j.engappai.2024.108264. Volume 133 , Elsevier. March 2024
Spatial and Temporal Exploratory Factor Analysis of Urban Mobile Data Traffic
Angelo Furno, André Felipe Zanella, Razvan Stanica, Marco Fiore
Data Science for Transportation. 10.1007/s42421-024-00089-y. Volume 6 , Springer. March 2024
SPRING+: Smartphone Positioning from a Single WiFi Access Point
Stavros Eleftherakis, Giuseppe Santaromita, Maurizio Rea, Xavier Costa-Perez, Domenico Giustiniano
IEEE Transactions on Mobile Computing. 10.1109/TMC.2024.3367241. IEEE. February 2024
Modulating LiFi for dual operation in the visible and infrared spectra
Dayrene Frómeta, Muhammad Sarmad Mir, Sergio Iglesias De Frutos, Borja Genovés Guzmán, Domenico Giustiniano
Computer Communications. 10.1016/j.comcom.2024.01.005. Elsevier. February 2024
Getting the Best Out of Both Worlds: Algorithms for Hierarchical Inference at the Edge
Vishnu Narayanan Moothedath, Jaya Prakash Champati, James Gross
IEEE Transactions on Machine Learning in Communications and Networking. 10.1109/TMLCN.2024.3366501. Volume 2 , February 2024
Exact Resource Allocation for Fair Wireless Relay
Edgar Arribas, Vincenzo Mancuso, Vicent Cholvi
IEEE Communications Letters. 10.1109/LCOMM.2024.3370248. February 2024
A meta-learning approach in a cattle weight identification system for anomaly detection
Rodrigo García, Jose Aguilar
Computers and Electronics in Agriculture. 10.1016/j.compag.2023.108572. Volume 217 , Elsevier. ISSN: 0168-1699. February 2024
Different Transfer Learning Approaches for Insect Pest Classification in Cotton
Raul Toscano-Miranda, Jose Aguilar, William Hoyos, Manuel Caro, Anibal Trebilcok, Mauricio Toro
Applied Soft Computing. 10.1016/j.asoc.2024.111283. Elsevier. ISSN: 1568-4946. February 2024
Service for Deploying Digital Twins of QKD Networks
Raul Martin, Pablo Saucedo De Miguel, Iván Vidal, Francisco Valera, Borja Nogales
MDPI. Applied Sciences. 10.3390/app14031018. January 2024
A prediction-model-assisted reinforcement learning algorithm for handover decision-making in hybrid LiFi and WiFi networks
Dayrene Frómeta, Borja Genovés Guzmán, Giovanni Luca Mertena, Rui Bian, Harald Haas, Domenico Giustiniano
Journal of Optical Communications and Networking. 10.1364/JOCN.495234. January 2024
An Autonomous System for the Self-supervision of Animal Fattening in the context of Precision Livestock Farming
Rodrigo García, Jose Aguilar, Angel Pinto
Future Generation Computer Systems. 10.1016/j.future.2023.09.003. Volume 150 , Elsevier. ISSN: 0167-739X. January 2024
JUMP: Joint communication and sensing with Unsynchronized transceivers Made Practical
Jacopo Pegoraro, Jesus Omar Lacruz, Tommy Azzino, Marco Mezzavilla, Michele Rossi, Joerg Widmer, Sundeep Rangan
IEEE Transactions on Wireless Communications. 10.1109/TWC.2024.3365853. IEEE. ISSN: 1558-2248. January 2024
5G Positioning with Software-defined Radios (Accepted for publication)
Ivan Palamà, Yago Lizarribar, Lorenzo Maria Monteforte, Giuseppe Santaromita, Stefania Bartoletti, Domenico Giustiniano, Giuseppe Bianchi, Nicola Blefari Melazzi
Computer Networks. January 2024
Magazine Articles (1)
Sensing in Bi-Static ISAC Systems with Clock Asynchronism: A Signal Processing Perspective (Accepted for publication)
Kai Wu, Jacopo Pegoraro, Francesca Meneghello, Andrew Zhang, Jesus Omar Lacruz, Joerg Widmer, Francesco Restuccia, Michele Rossi, Xiaojing Huang, Daqing Zhang, Giuseppe Caire, Y Jay Guo
IEEE Signal Processing Magazine. IEEE. January 2024
Conference and Workshop Papers (34)
Transformer-Based Quantification of the Echo Chamber Effect in Online Communities
Vahid Ghafouri, Faisal Alatawi, Mansooreh Karami, Jose Such, Guillermo Suarez-Tangil
ACM Conference on Computer-Supported Cooperative Work and Social Computing. San Jose, Costa Rica. November 2024
CloudRIC: Open Radio Access Network (O-RAN) Virtualization with Shared Heterogeneous Computing
Leonardo Lo Schiavo, Ginés García-Avilés, Andres Garcia-Saavedra, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Perez
10.1145/3636534.3649381. ACM International Conference on Mobile Computing and Networking. Washington, D.C., USA. October 2024
Reversing the Virtual Maze: An Overview of the Technical and Methodological Challenges for Metaverse App Analysis
Alfonso Rodríguez Barredo De Valenzuela, Sergio Pastrana, Narseo Vallina-Rodríguez, Guillermo Suarez-Tangil
IEEE MetaCom. Hong Kong, China. August 2024
Voice App Developer Experiences with Alexa and Google Assistant: Juggling Risks, Liability, and Security
William Seymour, Nuora Abdi, Kopo M. Ramokapane, Jide Edu, Guillermo Suarez-Tangil, Jose Such
Usenix Security Symposium. Philadelphia, PA, USA. August 2024
The Rumble in the Millimeter Wave Jungle: Obstructions Vs RIS
Juan Marcos Ramirez, Vincenzo Mancuso, Marco Ajmone Marsan
Mediterranean Communication and Computer Networking Conference. Nice, France. July 2024
Information-Theoretical Bounds on Privacy Leakage in Pruned Federated Learning
Tianyue Chu, Mengwei Yang, Nikolaos Laoutaris, Athina Markopoulou
ISIT 2024 Workshop on Information-Theoretic Methods for Trustworthy Machine Learning. Athens, Greece. July 2024
FedQV: Leveraging Quadratic Voting in Federated Learning
Tianyue Chu, Nikolaos Laoutaris
ACM SIGMETRICS. Venice, Italy. June 2024
Ultra-Low Latency User-Plane Cyberattack Detection in SDN-based Smart Grids
Aristide Tanyi Jong Akem, Michele Gucciardo, Marco Fiore
ACM International Conference on Future and Sustainable Energy Systems. Singapore, Singapore. June 2024
Differences in the Toxic Language of Cross-Platform Communities
Ashwini Kumar Singh, Vahid Ghafouri, Jose Such, Guillermo Suarez-Tangil
International AAAI Conference on Web and Social Media. Buffalo, New York, USA. June 2024
ReviewingWar: Unconventional User Reviews as a Side Channel to Circumvent Information Controls
Jose Miguel Moreno, Sergio Pastrana, Jens Helge Reelfs, Pelayo Vallina, Savas Zannettou, Andriy Panchenko, Georgios Smaragdakis, Oliver Hohlfeld, Narseo Vallina-Rodríguez, Juan Tapiador
International AAAI Conference on Web and Social Media. Buffalo, NY, USA. June 2024
HyperGraphDis: Leveraging Hypergraphs for Contextual and Social-Based Disinformation Detection
Nikos Salamanos, Pantelitsa Leonidou, Nikolaos Laoutaris, Michael Sirivianos, Maria Aspri, Marius Paraschiv
AAAI International Conference on Web and Social Media. Buffalo, New York, USA. June 2024
Network Intelligence in Action: the DAEMON Perspective
Livia Elena Chatzieleftheriou, Marco Gramaglia, Marco Fiore, Nina Slamnik-Krijestorac, Miguel Camelo, Paola Soto, Evangelos Kosmatos, Andres Garcia-Saavedra, Michele Gucciardo
European Conference on Networks and Communications & 6G Summit. Antwerp, Belgium. June 2024
On the Impact of Age of Channel Information on Secure RIS-assisted mmWave Networks
Syed Waqas Haider Shah, Marwa Qaraqe, Saud Althunibat, Joerg Widmer
IEEE Vehicular Technology Conference. Singapore, Singapore. June 2024
A Low-Complexity Standard-Compliant PAPR Reduction Scheme for OTFS Modulation
Salil Sharma, Syed Waqas Haider Shah, Joerg Widmer
IEEE Vehicular Technology Conference. Singapore, Singapore. June 2024
Towards 6G: Architectural Innovations and Challenges in the ORIGAMI Framework
Livia Elena Chatzieleftheriou, Marco Gramaglia, Andres Garcia-Saavedra, Steffen Gebert, Ginés García-Avilés, Stefan Geissler, Marco Fiore, Paul Patras, Andra Lutu, Dimitris Tsolkas, Md Arifur Rahman
European Conference on Networks and Communications & 6G Summit. Antwerp, Belgium. June 2024
Implementación y evaluación de setchain
Arivarasan Karmegam, Gabina Luz Bianchi, Margarita Capretto, Martín Ceresa, Antonio Fernández Anta, César Sánchez
Jornadas de Concurrencia y Sistemas Distribuidos 2024. June 2024
Evaluating the Impact of Flow Length on the Performance of In-Switch Inference Solutions
Michele Gucciardo, Beyza Bütün, Aristide Tanyi Jong Akem, Marco Fiore
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024
Mean-Field Multi-Agent Contextual Bandit for Energy-Efficient Resource Allocation in vRANs
Jose A. Ayala-Romero, Leonardo Lo Schiavo, Andres Garcia-Saavedra, Xavier Costa-Perez
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024
YinYangRAN: Resource Multiplexing in GPU-Accelerated Virtualized RANs
Leonardo Lo Schiavo, Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Fiore, Xavier Costa-Perez
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024
ORAN-Sense: Localizing Non-cooperative Transmitters with Spectrum Sensing and 5G O-RAN
Yago Lizarribar, Roberto Calvo-Palomino, Alessio Scalingi, Giuseppe Santaromita, Gerome Bovet, Domenico Giustiniano
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024
Characterizing 5G Adoption and its Impact on Network Traffic and Mobile Service Consumption
Sachit Mishra, André Felipe Zanella, Orlando E. Martínez-Durive, Diego Madariaga, Cezary Ziemlicki, Marco Fiore
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024
Jewel: Resource-Efficient Joint Packet and Flow Level Inference in Programmable Switches
Aristide Tanyi Jong Akem, Beyza Bütün, Michele Gucciardo, Marco Fiore
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024
Det-RAN: Data-Driven Cross-Layer Real-Time Attack Detection in 5G Open RANs
Alessio Scalingi, Salvatore D'oro, Francesco Restuccia, Tommaso Melodia, Domenico Giustiniano
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024
Towards Data-Driven Management of Mobile Networks through User Plane Inference
Aristide Tanyi Jong Akem, Marco Fiore
IEEE Network Operations and Management Symposium. Seoul, South Korea. May 2024
Encrypted Traffic Classification at Line Rate in Programmable Switches with Machine Learning
Aristide Tanyi Jong Akem, Guillaume Fraysse, Marco Fiore
IEEE/IFIP Network Operations and Management Symposium. Seoul, South Korea. May 2024
Sustainable Spectrum Crowdsensing
Yijing Zeng, Bangya Liu, Yilong Li, Domenico Giustiniano, Suman Banerjee
IEEE International Symposium on Dynamic Spectrum Access Networks. Washington DC, USA. May 2024
An In-Depth Analysis of Advanced Time Series Forecasting Models for the Open RAN
Pablo Fernández, Claudio Fiandrino, Marco Fiore, Joerg Widmer
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024
AICHRONOLENS: Advancing Explainability for Time Series AI Forecasting in Mobile Networks
Claudio Fiandrino, Eloy Perez Gomez, Pablo Férnandez Pérez, Hossein Mohammadalizadeh, Marco Fiore, Joerg Widmer
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024
Roaming across the European Union in the 5G Era: Performance, Challenges, and Opportunities
Rostand A. K. Fezeu, Claudio Fiandrino, Eman Ramadan, Jason Carpenter, Daqing Chen, Yiling Tan, Feng Qian, Joerg Widmer, Zhi-Li Zhang
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024
FreqyWM: Frequency WaterMarking for the New Data Economy
Devriş İşler, Elisa Cabana, Álvaro García-Recuero, Georgia Koutrika, Nikolaos Laoutaris
International Conference on Data Engineering. Utrecht, Netherlands. May 2024
Angle estimation using mmWave RSS measurements with enhanced multipath information
Neharika Valecha, Jesus Omar Lacruz, Michael Lentmaier, Joerg Widmer, Fredrik Tufvesson
IEEE Wireless Communications and Networking Conference. Dubai. April 2024
ARTEMIS: Adaptive bitrate ladder optimization for live video streaming
Farzad Tashtarian, Abdelhak Bentaleb, Hadi Amirpour, Sergey Gorinsky, Junchen Jiang, Hermann Hellwagner, Christian Timmerer
USENIX Symposium on Networked Systems Design and Implementation. Santa Clara, CA, USA. April 2024
Nowcasting Temporal Trends Using Indirect Surveys
Srivastava Ajitesh, Juan Marcos Ramirez, Sergio Díaz-Aranda, Jose Aguilar, Antonio Ortega, Antonio Fernández Anta, Rosa Elvira Lillo
Annual AAAI Conference on Artificial Intelligence. Vancouver, Canada. March 2024
Strengthening Privacy in Robust Federated Learning through Secure Aggregation
Tianyue Chu, Devriş İşler, Nikolaos Laoutaris
Workshop on Artificial Intelligence System with Confidential Computing (AISCC 2024), co-located with NDSS Symposium 2024. San Diego, CA, USA. February 2024
Conference and Workshop Posters & Demos (5)
Privacy Perceptions and Behaviors of LGBTQ+ Community in Türkiye (Other)
Devriş İşler, Johanna Gunawan
Workshop on Technology and Consumer Protection (ConPro ’24), co-located with IEEE Symposium on Security and Privacy. San Francisco, CA, USA. May 2024
Mobile App Consumption and Political Orientation (Poster)
Orlando E. Martínez-Durive, Iñaki Ucar, Zbigniew Smoreda, Esteban Moro, Marco Fiore
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024
Dissecting Advanced Time Series Forecasting Models with AIChronoLens (Poster)
Pablo Fernández, Claudio Fiandrino, Marco Fiore, Joerg Widmer
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024
Impact of Public Protests on Mobile Networks (Poster)
André Felipe Zanella, Orlando E. Martínez-Durive, Sachit Mishra, Diego Madariaga, Marco Fiore
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024
In the Room Where It Happens: Characterizing Local Communication and Threats in Smart Homes (Poster)
Aniketh Girish, Tianrui Hu, Vijay Prakash, Daniel J. Dubois, Srdjan Matic, Danny Yuxing Huang, Serge Egelman, Joel Reardon, Juan Tapiador, David Choffnes, Narseo Vallina-Rodríguez
Usenix Network and Distributed System Security Symposium. San Diego, California. February 2024
Invited Papers, Keynotes, Invited Talks, Tutorials, Lectures, etc. (2)
Clearing Clouds from the Horizon: Latency Characterization of Public Cloud Service Platforms (Invited Paper)
Rita Ingabire, Antonio Bazco-Nogueras, Vincenzo Mancuso, Luis M. Contreras, Luis M.contreras, Jesus Folgueira
International Conference on Computer Communications and Networks. Big Island, Hawaii, USA. July 2024
Quality of Experience in Video Streaming: Status Quo, Pitfalls, and Guidelines (Invited Paper)
Leonardo Peroni, Sergey Gorinsky
International Conference on COMmunication Systems & NETworkS. Bengaluru, India. January 2024
Theses (2)
Efficient network control for large and highly dense millimeter wave deployments (PhD)
Nina Grosheva
pp. 168 , March 2024