234 citations · 273 across the 14 of their papers we have counts for
14 papers
U-TOE: Universal TinyML On-board Evaluation Toolkit for Low-Power IoT
Zhaolan Huang, Koen Zandberg, Kaspar Schleiser +1
Results from the TinyML community demonstrate that, it is possible to execute machine learning models directly on the terminals themselves, even if these are small microcontroller-…
Femto-Containers: Lightweight Virtualization and Fault Isolation For Small Software Functions on Low-Power IoT Microcontrollers
Koen Zandberg, Emmanuel Baccelli, Shenghao Yuan +2
Low-power operating system runtimes used on IoT microcontrollers typically provide rudimentary APIs, basic connectivity and, sometimes, a (secure) firmware update mechanism. In con…
Quantum-Resistant Security for Software Updates on Low-power Networked Embedded Devices
Gustavo Banegas, Koen Zandberg, Adrian Herrmann +2
As the Internet of Things (IoT) rolls out today to devices whose lifetime may well exceed a decade, conservative threat models should consider attackers with access to quantum comp…
Femto-Containers: DevOps on Microcontrollers with Lightweight Virtualization & Isolation for IoT Software Modules
Koen Zandberg, Emmanuel Baccelli
Development, deployment and maintenance of networked software has been revolutionized by DevOps, which have become essential to boost system software quality and to enable agile ev…
Low-Power IoT Communication Security: On the Performance of DTLS and TLS 1.3
Gabriele Restuccia, Hannes Tschofenig, Emmanuel Baccelli
Similarly to elsewhere on the Internet, practical security in the Internet of Things (IoT) is achieved by combining an array of mechanisms, at work at all layers of the protocol st…
Minimal Virtual Machines on IoT Microcontrollers: The Case of Berkeley Packet Filters with rBPF
Koen Zandberg, Emmanuel Baccelli
Virtual machines (VM) are widely used to host and isolate software modules. However, extremely small memory and low-energy budgets have so far prevented wide use of VMs on typical…