IMDEA Networks
Publications
Publications of 2023
Journal Articles (18)
Optimizing UAV Resupply Scheduling for Heterogeneous and Persistent Aerial Service
Edgar Arribas, Vicent Cholvi, Vincenzo Mancuso
IEEE Transactions on Robotics. April 2023
Copy-CAV: V2X-Enabled wireless towing for emergency transport
Constantine Ayimba, Valerio Cislaghi, Christian Quadri, Paolo Casari, Vincenzo Mancuso
Computer Communications. Elsevier. April 2023
A Bio-inspired Emergent Control Approach for Distributed Processes
Marcel García, Jose Aguilar
Applied Soft Computing. 10.1016/j.asoc.2023.110318. Elsevier. ISSN: 1568-4946. April 2023
Handling Data Handoff of AI-based Applications in Edge Computing Systems (Accepted for publication)
Domenico Scotece, Claudio Fiandrino, Luca Foschini
IEEE Transactions on Network and Service Management. 10.1109/TNSM.2023.3267942. ISSN: 1932-4537. April 2023
Optimizing Fairness in Cellular Networks with Mobile Drone Relays
Edgar Arribas, Vincenzo Mancuso, Vicent Cholvi
Computer Networks. April 2023
Multivariate Functional Outlier Detection using the FastMUOD Indices
Oluwasegun Ojo, Antonio Fernández Anta, Antonio Fernández-Anta, Marc G. Genton, Rosa Elvira Lillo
Stat. 10.1002/sta4.567. March 2023
Analysis of the Behavior Pattern of Energy Consumption through Online Clustering Techniques
Juan Viera, Jose Aguilar, Maria Rodríguez-Moreno, Carlos Quintero
Energies. 10.3390/en16041649. Volume 16 , ISSN: 1996-1073. March 2023
Explainable Machine Learning for Performance Anomaly Detection and Classification in Mobile Networks
Juan Marcos Ramirez, Fernando Díez, Pablo Rojo, Vincenzo Mancuso, Antonio Fernández Anta, Antonio Fernández-Anta
Computer Communications. Elsevier. February 2023
Analysis of security and data control in smart personal assistants from the user’s perspective
Cayetano Valero, Jaime Pérez, Sonia Solera-Cotanilla, Mario Vega-Barbas, Guillermo Suarez-Tangil, Manuel Alvarez-Campana, Gregorio López
Future Generation Computer Systems. 10.1016/j.future.2023.02.009. February 2023
DuctiLoc: Energy-efficient Location Sampling with Configurable Accuracy
Panagiota Katsikouli, Diego Madariaga, Aline Viana, Alberto Tarable, Marco Fiore
IEEE Access. 10.1109/ACCESS.2023.3243731. IEEE. February 2023
A Bioinspired Emergent Control for Smart Grids
Marcel García, Jose Aguilar, Maria Rodríguez-Moreno
IEEE Access. 10.1109/ACCESS.2023.3238572. Volume 11 , IEEE Society. ISSN: 2169-3536. February 2023
Adaptive Uplink Data Compression in Spectrum Crowdsensing Systems
Yijing Zeng, Roberto Calvo-Palomino, Domenico Giustiniano, Gerome Bovet, Suman Banerjee
IEEE/ACM Transactions on Networking. 10.1109/TNET.2023.3239378.. ISSN: 1063-6692. January 2023
Forecasting Network Traffic: A Survey and Tutorial with Open-Source Comparative Evaluation
Gabriel O. Ferreira, Chiara Ravazzi, Fabrizio Dabbene, Giuseppe C. Calafiore, Marco Fiore
IEEE Access. 10.1109/ACCESS.2023.3236261. Volume 11 , IEEE. ISSN: 2169-3536. January 2023
Mixed Signals: Analyzing Software Attribution Challenges in the Android Ecosystem (Accepted for publication)
Kaspar Hageman, Álvaro Feal, Julien Gamba, Aniketh Girish, Jakob Bleier, Martina Lindorfer, Juan Tapiador, Narseo Vallina-Rodríguez
IEEE Transactions on Software Engineering. January 2023
An analysis of fake social media engagement services
David Nevado-Catalán, Sergio Pastrana, Narseo Vallina-Rodríguez, Juan Tapiador
Computers & Security. Volume 124 , Elsevier. January 2023
SkillVet: Automated Traceability Analysis of Amazon Alexa Skills
Jide Edu, Xavier Ferrer-Aran, Jose Such, Guillermo Suarez-Tangil
IEEE Transactions on Dependable and Secure Computing. 10.1109/TDSC.2021.3129116. Volume 20 , ISSN: 1941-0018. January 2023
Autonomic Computing in a Beef-Production Process for Precision Livestock Farming
Rodrigo García, Jose Aguilar, Mauricio Toro, Nelson Pérez, Angel Pinto, Paul Rodríguez
Journal of Industrial Information Integration. 10.1016/j.jii.2022.100425. Volume 31 , Elsevier. January 2023
Using Survey Data to Estimate the Impact of the Omicron Variant on Vaccine Efficacy against COVID-19 Infection
Jesús Rufino, Carlos Baquero, Davide Frey, Christin Glorioso, Antonio Ortega, Nina Reščič, Julian C Roberts, Rosa Elvira Lillo, Raquel Menezes, Jaya Prakash Champati, Antonio Fernández Anta, Antonio Fernández-Anta
Scientific Reports. DOI: 10.1038/s41598-023-27951-3. Springer Nature. ISSN: 2045-2322. January 2023
Magazine Articles (2)
Towards sustainable greenhouses using battery-free LiFi-enabled Internet of Things (Accepted for publication)
Borja Genovés Guzmán, Javier Talavante, Dayrene Frómeta, Muhammad Sarmad Shahab Mir, Domenico Giustiniano, Katia Obraczka, Michael E. Loik, Sylvie Childress, Darryl G. Wong
IEEE Communications Magazine. IEEE. January 2023
Prototyping Visible Light Communication for the Internet of Things Using OpenVLC (Accepted for publication)
Borja Genovés Guzmán, Muhammad Sarmad Shahab Mir, Dayrene Frómeta, Ander Galisteo, Qing Wang, Domenico Giustiniano
IEEE Communications Magazine. IEEE. January 2023
Conference and Workshop Papers (19)
Not Your Average App: A Large-scale Privacy Analysis of Android Browsers
Amogh Pradeep, Álvaro Feal, Julien Gamba, Ashwin Rao, Martina Lindorfer, Narseo Vallina-Rodríguez, David Choffnes
Privacy Enhancing Technologies Symposium (was International Workshop of Privacy Enhancing Technologies). Laussane, Switzerland. July 2023
Fast Detection of Cyberattacks on the Metaverse through User-plane Inference
Beyza Bütün, Aristide Tanyi Jong Akem, Michele Gucciardo, Marco Fiore
International Conference on Metaverse Computing, Networking and Applications. Kyoto, Japan. June 2023
Lady and the Tramp Nextdoor: Online Manifestations of Real-World Inequalities in the Nextdoor Social Network
Iqbal Waleed, Vahid Ghafouri, Gareth Tyson, Guillermo Suarez-Tangil, Ignacio Castro
International Conference on Web and Social Media. June 2023
Equalizing Access to Latency-Critical Services Based on In-Network Computing
Vincenzo Mancuso, Paolo Castagno, Matteo Sereno, Marco Ajmone Marsan
IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks. Boston, Massachusetts. June 2023
Lady and the Tramp Nextdoor: Online Manifestations of Real-World Inequalities in the Nextdoor Social Network
Waleed Iqbal, Vahid Ghafouri, Gareth Tyson, Guillermo Suarez-Tangil, Ignacio Castro
International Conference on Web and Social Media. June 2023
High-speed Machine Learning-enhanced Receiver for Millimeter-Wave Systems
Dolores Garcia Marti, Rafael Ruiz, Jesus Omar Lacruz, Joerg Widmer
IEEE International Conference on Computer Communications. New York, United States. May 2023
A Framework for Wireless Technology Classification using Crowdsensing Platforms
Alessio Scalingi, Domenico Giustiniano, Roberto Calvo-Palomino, Nikolaos Apostolakis, Gerome Bovet
IEEE International Conference on Computer Communications. New York, United States. May 2023
On the Effective Capacity of RIS-enabled mmWave Networks with Outdated CSI
Syed Waqas Haider Shah, Sai Pavan Deram, Joerg Widmer
IEEE International Conference on Computer Communications. New York, United States. May 2023
High-speed Machine Learning-enhanced Receiver for Millimeter-Wave Systems
Dolores Garcia Marti, Rafael Ruiz, Jesus Omar Lacruz, Joerg Widmer
IEEE International Conference on Computer Communications. New York, United States. May 2023
Spotting Deep Neural Network Vulnerabilities in Mobile Traffic Forecasting with an Explainable AI Lens
Serly Moghadas Gholian, Claudio Fiandrino, Alan Collet, Giulia Attanasio, Marco Fiore, Joerg Widmer
IEEE International Conference on Computer Communications. New York, United States. May 2023
On the Limit Performance of Floating Gossip
Gianluca Rizzo, Noelia Pérez Palma, Marco Ajmone Marsan, Vincenzo Mancuso
IEEE International Conference on Computer Communications. New York, United States. May 2023
AutoManager: a Meta-Learning Model for Network Management from Intertwined Forecasts
Alan Collet, Antonio Bazco-Nogueras, Albert Banchs, Marco Fiore
IEEE International Conference on Computer Communications. New York, United States. May 2023
Flowrest: Practical Flow-Level Inference in Programmable Switches with Random Forests
Aristide Tanyi Jong Akem, Michele Gucciardo, Marco Fiore
IEEE International Conference on Computer Communications. New York, United States. May 2023
Understanding the Price of Data in Commercial Data Marketplaces
Santiago Andrés, Costas Iordanou, Nikolaos Laoutaris
IEEE International Conference on Data Engineering. Los Angeles, California, USA. April 2023
Simulation of Tele-Operated Driving over 5G Using CARLA and OMNeT++
Valerio Cislaghi, Christian Quadri, Vincenzo Mancuso, Marco Ajmone Marsan
IEEE Vehicular Networking Conference. Istanbul, Turkey. April 2023
Log: It’s Big, It’s Heavy, It’s Filled with Personal Data! Measuring the Logging of Sensitive Information in the Android Ecosystem
Allan Lyons, Julien Gamba, Austin Shawaga, Joel Reardon, Juan Tapiador, Serge Egelman, Narseo Vallina-Rodríguez
Usenix Security Symposium. Anaheim, CA, USA. March 2023
Securing Federated Sensitive Topic Classification against Poisoning Attacks
Tianyue Chu, Álvaro García-Recuero, Costas Iordanou, Georgios Smaragdakis, Nikolaos Laoutaris
Usenix Network and Distributed System Security Symposium. San Diego, California. February 2023
TunnelLiFi: Bringing LiFi to Commodity Internet of Things Devices
Muhammad Sarmad Shahab Mir, Wenqing Yan, Prabal Dutta, Domenico Giustiniano, Ambuj Varshney
Workshop on Mobile Computing Systems and Applications. Orange County, California, USA.. February 2023
Visible Light or Infrared? Modulating LiFi for Dual Operation in the Visible and Infrared Spectra
Dayrene Frómeta, Muhammad Sarmad Shahab Mir, Borja Genovés Guzmán, Domenico Giustiniano
IEEE Wireless On-demand Network Systems and Services. Madonna di Campiglio, Italy. January 2023
Conference and Workshop Posters & Demos (2)
Showcasing In-Switch Machine Learning Inference (Demo)
Aristide Tanyi Jong Akem, Beyza Bütün, Michele Gucciardo, Marco Fiore
IEEE International Conference on Network Softwarization. Madrid, Spain. June 2023
Demonstrating Flow-Level In-Switch Inference (Demo)
Michele Gucciardo, Aristide Tanyi Jong Akem, Beyza Bütün, Marco Fiore
IEEE International Conference on Computer Communications. New York, United States. May 2023
Theses (2)
Technical Reports (2)
Online Algorithms for Hierarchical Inference in Deep Learning applications at the Edge
Vishnu Narayanan Moothedath, Jaya Prakash Champati, James Gross
pp. 23 , arXiv. April 2023
Statistical Age-of-Information Bounds for Parallel Systems: When Do Independent Channels Make a Difference?
Markus Fidler, Jaya Prakash Champati, Joerg Widmer, Mahsa Noroozi
pp. 38 , arXiv. March 2023