47 citations · 120 across the 18 of their papers we have counts for
19 papers
Compact Probe Request Fingerprinting with Asymmetric Pairwise Boosting
Giovanni Baccichet, Fabio Palmese, Alessandro E. C. Redondi +1
Probe Requests are Wi-Fi management frames periodically sent by devices during network discovery. Tracking Probe Requests over time offers insights into movement patterns, traffic…
MAC Address De-Randomization Using Multi-Channel Sniffers and Two-Stage Clustering
Giovanni Baccichet, Corrado Innamorati, Alessandro E. C. Redondi +1
MAC randomization is a widely used technique implemented on most modern smartphones to protect user's privacy against tracking based on Probe Request frames capture. However, there…
A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications
Antonio Boiano, Marco Di Gennaro, Luca Barbieri +7
Federated Learning (FL) has emerged as a promising approach for privacy-preserving machine learning, particularly in sensitive domains such as healthcare. In this context, the TRUS…
Joint Application Admission Control and Network Slicing in Virtual Sensor Networks
Carmen Delgado, María Canales, Jorge Ortín +4
We focus on the problem of managing a shared physical wireless sensor network where a single network infrastructure provider leases the physical resources of the networks to applic…
Energy-aware Dynamic Resource Allocation in Virtual Sensor Networks
Carmen Delgado, María Canales, Jorge Ortín +4
Sensor network virtualization enables the possibility of sharing common physical resources to multiple stakeholder applications. This paper focuses on addressing the dynamic adapta…
IoTScent: Enhancing Forensic Capabilities in Internet of Things Gateways
Antonio Boiano, Alessandro Enrico Cesare Redondi, Matteo Cesana
The widespread deployment of Consumer Internet of Things devices in proximity to human activities makes them digital observers of our daily actions. This has led to a new field of…
Collecting Channel State Information in Wi-Fi Access Points for IoT Forensics
Fabio Palmese, Alessandro E. C. Redondi
The Internet of Things (IoT) has boomed in recent years, with an ever-growing number of connected devices and a corresponding exponential increase in network traffic. As a result,…
Feature-Sniffer: Enabling IoT Forensics in OpenWrt based Wi-Fi Access Points
Fabio Palmese, Alessandro E. C. Redondi, Matteo Cesana
The Internet of Things is in constant growth, with millions of devices used every day in our homes and workplaces to ease our lives. Such a strict coexistence between humans and sm…
Forecasting Busy-Hour Downlink Traffic in Cellular Networks
Andrea Pimpinella, Federico Di Giusto, Alessandro Redondi +2
The dramatic growth in cellular traffic volume requires cellular network operators to develop strategies to carefully dimension and manage the available network resources. Forecast…
-ROAD: a Learn-as-You-Go Framework for On-Demand Emergency Slices in V2X Scenarios
Armin Okic, Lanfranco Zanzi, Vincenzo Sciancalepore +2
Vehicle-to-everything (V2X) is expected to become one of the main drivers of 5G business in the near future. Dedicated \emph{network slices} are envisioned to satisfy the stringent…
Unsatisfied Today, Satisfied Tomorrow: a simulation framework for performance evaluation of crowdsourcing-based network monitoring
Andrea Pimpinella, Marianna Repossi, Alessandro Enrico Cesare Redondi
Network operators need to continuosly upgrade their infrastructures in order to keep their customer satisfaction levels high. Crowdsourcing-based approaches are generally adopted,…
MQTT-ST: a Spanning Tree Protocol for Distributed MQTT Brokers
Edoardo Longo, Alessandro Enrico Cesare Redondi, Matteo Cesana +2
MQTT, one of the most popular protocols for the IoT, works according to a publish/subscribe pattern in which multiple clients connect to a single broker, generally hosted in the cl…
Occupancy Estimation Using Low-Cost Wi-Fi Sniffers
Paolo Galluzzi, Edoardo Longo, Alessandro E. C. Redondi +1
Real-time measurements on the occupancy status of indoor and outdoor spaces can be exploited in many scenarios (HVAC and lighting system control, building energy optimization, allo…
Towards a Scaled IoT Pub/Sub Architecture for 5G Networks: the Case of Multiaccess Edge Computing
Alessandro E. C. Redondi, Andrés Arcia-Moret, Pietro Manzoni
The vision of the Internet of Thing is becoming a reality and novel communications technologies such as the upcoming 5G network architecture are designed to support its full deploy…
MQTT+: Enhanced Syntax and Broker Functionalities for Data Filtering, Processing and Aggregation
Riccardo Giambona, Alessandro E. C. Redondi, Matteo Cesana
In the last few years, the Message Queueing Telemetry Transport (MQTT) publish/subscribe protocol emerged as the de facto standard communication protocol for IoT, M2M and wireless…
Fast keypoint detection in video sequences
Luca Baroffio, Matteo Cesana, Alessandro Redondi +1
A number of computer vision tasks exploit a succinct representation of the visual content in the form of sets of local features. Given an input image, feature extraction algorithms…
Hybrid coding of visual content and local image features
Luca Baroffio, Matteo Cesana, Alessandro Redondi +2
Distributed visual analysis applications, such as mobile visual search or Visual Sensor Networks (VSNs) require the transmission of visual content on a bandwidth-limited network, f…
Coding local and global binary visual features extracted from video sequences
Luca Baroffio, Antonio Canclini, Matteo Cesana +3
Binary local features represent an effective alternative to real-valued descriptors, leading to comparable results for many visual analysis tasks, while being characterized by sign…
Energy Consumption Of Visual Sensor Networks: Impact Of Spatio-Temporal Coverage
Alessandro Redondi, Dujdow Buranapanichkit, Matteo Cesana +2
Wireless visual sensor networks (VSNs) are expected to play a major role in future IEEE 802.15.4 personal area networks (PAN) under recently-established collision-free medium acces…