IMDEA Networks
Publications
Publications of 2023
Journal Articles (5)
Forecasting Network Traffic: A Survey and Tutorial with Open-Source Comparative Evaluation
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)
IEEE Transactions on Software Engineering. January 2023
Explainable Machine Learning for Performance Anomaly Detection and Classification in Mobile Networks (Accepted for publication)
Computer Communications. Elsevier. January 2023
Using Survey Data to Estimate the Impact of the Omicron Variant on Vaccine Efficacy against COVID-19 Infection
Scientific Reports. DOI: 10.1038/s41598-023-27951-3. Springer Nature. ISSN: 2045-2322. January 2023
Autonomic Computing in a Beef-Production Process for Precision Livestock Farming
Journal of Industrial Information Integration. 10.1016/j.jii.2022.100425. Volume 31 , Elsevier. January 2023
Magazine Articles (1)
Towards sustainable greenhouses using battery-free LiFi-enabled Internet of Things (Accepted for publication)
IEEE Communications Magazine. IEEE. January 2023
Conference and Workshop Papers (12)
Not Your Average App: A Large-scale Privacy Analysis of Android Browsers
Privacy Enhancing Technologies Symposium (was International Workshop of Privacy Enhancing Technologies). Laussane, Switzerland. July 2023
High-speed Machine Learning-enhanced Receiver for Millimeter-Wave Systems
IEEE International Conference on Computer Communications. New York, United States. May 2023
A Framework for Wireless Technology Classification using Crowdsensing Platforms
IEEE International Conference on Computer Communications. New York, United States. May 2023
Flowrest: Practical Flow-Level Inference in Programmable Switches with Random Forests
IEEE International Conference on Computer Communications. New York, United States. May 2023
AutoManager: a Meta-Learning Model for Network Management from Intertwined Forecasts
IEEE International Conference on Computer Communications. New York, United States. May 2023
On the Limit Performance of Floating Gossip
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
IEEE International Conference on Computer Communications. New York, United States. May 2023
High-speed Machine Learning-enhanced Receiver for Millimeter-Wave Systems
IEEE International Conference on Computer Communications. New York, United States. May 2023
On the Effective Capacity of RIS-enabled mmWave Networks with Outdated CSI
IEEE International Conference on Computer Communications. New York, United States. May 2023
Securing Federated Sensitive Topic Classification against Poisoning Attacks
Usenix Network and Distributed System Security Symposium. San Diego, California. February 2023
TunnelLiFi: Bringing LiFi to Commodity Internet of Things Devices
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
IEEE Wireless On-demand Network Systems and Services. Madonna di Campiglio, Italy. January 2023