301 citations · 1.5k across the 70 of their papers we have counts for
11 papers · 1 filter
Federated Deep Reinforcement Learning for the Distributed Control of NextG Wireless Networks
Peyman Tehrani, Francesco Restuccia, Marco Levorato
Next Generation (NextG) networks are expected to support demanding tactile internet applications such as augmented reality and connected autonomous vehicles. Whereas recent innovat…
Colosseum: Large-Scale Wireless Experimentation Through Hardware-in-the-Loop Network Emulation
Leonardo Bonati, Pedram Johari, Michele Polese +16
Colosseum is an open-access and publicly-available large-scale wireless testbed for experimental research via virtualized and softwarized waveforms and protocol stacks on a fully p…
AKER: A Design and Verification Framework for Safe andSecure SoC Access Control
Francesco Restuccia, Andres Meza, Ryan Kastner
Modern systems on a chip (SoCs) utilize heterogeneous architectures where multiple IP cores have concurrent access to on-chip shared resources. In security-critical applications, I…
Isadora: Automated Information Flow Property Generation for Hardware Designs
Calvin Deutschbein, Andres Meza, Francesco Restuccia +2
Isadora is a methodology for creating information flow specifications of hardware designs. The methodology combines information flow tracking and specification mining to produce a…
The Tags Are Alright: Robust Large-Scale RFID Clone Detection Through Federated Data-Augmented Radio Fingerprinting
Mauro Piva, Gaia Maselli, Francesco Restuccia
Millions of RFID tags are pervasively used all around the globe to inexpensively identify a wide variety of everyday-use objects. One of the key issues of RFID is that tags cannot…
SeReMAS: Self-Resilient Mobile Autonomous Systems Through Predictive Edge Computing
Davide Callegaro, Marco Levorato, Francesco Restuccia
Edge computing enables Mobile Autonomous Systems (MASs) to execute continuous streams of heavy-duty mission-critical processing tasks, such as real-time obstacle detection and navi…
IEEE 802.11bf: Toward Ubiquitous Wi-Fi Sensing
Francesco Restuccia
Wi-Fi is among the most successful wireless technologies ever invented. As Wi-Fi becomes more and more present in public and private spaces, it becomes natural to leverage its ubiq…
Can You Fix My Neural Network? Real-Time Adaptive Waveform Synthesis for Resilient Wireless Signal Classification
Salvatore D'Oro, Francesco Restuccia, Tommaso Melodia
Thanks to its capability of classifying complex phenomena without explicit modeling, deep learning (DL) has been demonstrated to be a key enabler of Wireless Signal Classification…
Split Computing and Early Exiting for Deep Learning Applications: Survey and Research Challenges
Yoshitomo Matsubara, Marco Levorato, Francesco Restuccia
Mobile devices such as smartphones and autonomous vehicles increasingly rely on deep neural networks (DNNs) to execute complex inference tasks such as image classification and spee…
SteaLTE: Private 5G Cellular Connectivity as a Service with Full-stack Wireless Steganography
Leonardo Bonati, Salvatore D'Oro, Francesco Restuccia +2
Fifth-generation (5G) systems will extensively employ radio access network (RAN) softwarization. This key innovation enables the instantiation of "virtual cellular networks" runnin…
What is a Blockchain? A Definition to Clarify the Role of the Blockchain in the Internet of Things
Lorenzo Ghiro, Francesco Restuccia, Salvatore D'Oro +4
The use of the term blockchain is documented for disparate projects, from cryptocurrencies to applications for the Internet of Things (IoT), and many more. The concept of blockchai…